NBER WORKING PAPER SERIES INFLATION IMPLICATIONS OF RISING GOVERNMENT DEBT. Chryssi Giannitsarou Andrew Scott

Size: px
Start display at page:

Download "NBER WORKING PAPER SERIES INFLATION IMPLICATIONS OF RISING GOVERNMENT DEBT. Chryssi Giannitsarou Andrew Scott"

Transcription

1 NBER WORKING PAPER SERIES INFLATION IMPLICATIONS OF RISING GOVERNMENT DEBT Cryssi Giannitsarou Andrew Scott Working Paper 2654 ttp:// NATIONAL BUREAU OF ECONOMIC RESEARCH 050 Massacusetts Avenue Camridge, MA 0238 Octoer 2006 We tank Boris Glass for extensive researc assistance and support. We are also grateful to participants at ISOM 2006 and EEA-ESEM We are particularly grateful to Domenico Giannone, Eric Leeper and Lucrezia Reiclin for teir comments and suggestions for improving tis paper. Te views expressed erein are tose of te autor(s) and do not necessarily reflect te views of te National Bureau of Economic Researc y Cryssi Giannitsarou and Andrew Scott. All rigts reserved. Sort sections of text, not to exceed two paragraps, may e quoted witout explicit permission provided tat full credit, including notice, is given to te source.

2 Inflation Implications of Rising Government Det Cryssi Giannitsarou and Andrew Scott NBER Working Paper No Octoer 2006 JEL No. E3,E62 ABSTRACT Te intertemporal udget constraint of te government implies a relationsip etween a ratio of current liailities to te primary deficit wit future values of inflation, interest rates, GDP and narrow money growt and canges in te primary deficit. Tis relationsip defines a natural measure of fiscal alance and can e used as an accounting identity to examine te cannels troug wic governments acieve fiscal sustainaility. We evaluate te aility of tis framework to account for te fiscal eaviour of six industrialised nations since 960. We sow ow fiscal imalances are mainly removed troug adjustments in te primary deficit (80-00%), wit less sustantial roles eing played y inflation (0-0%) and GDP growt (0-20%). Focusing on te relation etween fiscal imalances and inflation suggests extremely modest interactions. Tis post WWII evidence suggests tat te widely anticipated future increases in fiscal deficits, need not necessarily ave a sustantial impact on inflation. Cryssi Giannitsarou Faculty of Economics University of Camridge Austin Roinson Building Sidgwick Avenue Camridge CB3 9DD, UK cg349@cam.ac.uk Andrew Scott Department of Economics London Business Scool Sussex Place, London NW 4SA, UK ascott@london.edu

3 INFLATION IMPLICATIONS OF RISING GOVERNMENT DEBT C. Giannitsarou y A. Scott z Octoer 2, 2006 Astract. Te intertemporal udget constraint of te government implies a relationsip etween a ratio of current liailities to te primary de cit wit future values of in ation, interest rates, GDP and narrow money growt and canges in te primary de cit. Tis relationsip de nes a natural measure of scal alance and can e used as an accounting identity to examine te cannels troug wic governments acieve scal sustainaility. We evaluate te aility of tis framework to account for te scal eaviour of six industrialised nations since 960. We sow ow scal imalances are mainly removed troug adjustments in te primary de cit (80-00%), wit less sustantial roles eing played y in ation (0-0%) and GDP growt (0-20%). Focusing on te relation etween scal imalances and in ation suggests extremely modest interactions. Tis post WWII evidence suggests tat te widely anticipated future increases in scal de cits, need not necessarily ave a sustantial impact on in ation. JEL classification: E3, E62 Keywords: Fiscal de cit, scal sustainaility, government det, in ation, intertemporal udget constraint.. Introduction Figures and 2 sow recent scal trends for six large industrialised nations. Levels of government det increased markedly during te 970s, ten stailised and improved during te 980s and 990s, ut ave recently sown signs of furter deterioration. Wit OECD countries experiencing an ageing population, it is widely expected tat scal positions will worsen yet furter in coming decades (see inter alia Roseveare, Leifritz, Fore and Wurzel, 998, for projections). Tese considerations raise tree important issues: (a) Is current scal policy sustainale? () How ave OECD governments acieved scal sustainaility in past decades? (c) Wat are te implications for in ation of tese projected rising scal de cits? Tis paper seeks to provide insigts to eac of tese tree questions. Key to our analysis is te intertemporal udget constraint of te government. To answer te rst question (on sustainaility), we use te metodology of Giannitsarou and Scott (2006) and derive a log linear approximation to te intertemporal udget constraint. Using tis framework, we sow ow det sustainaility requires an equilirium relationsip etween te market value of government det, te stock of narrow money and te levels of government revenue and expenditure. We sow ow to estimate We tank Boris Glass for extensive researc assistance and support. We are also grateful to seminar participants at ISOM 2006, and EEA 2006 Vienna. We would like to tank in particular Domenico Giannone, Eric Leeper and Lucrezia Reiclin for teir comments and suggestions for improving tis paper. y Faculty of Economics, University of Camridge and CEPR. cg349@cam.ac.uk. z Economics Department, London Business Scool and CEPR. ascott@london.edu.

4 Inflation and Rising Det 2 tis relationsip and derive a measure of sustainaility for six OECD countries and use our estimates to caracterise te dynamics of scal adjustment for our six countries. In order to answer te second question (ow do governments acieve scal adjustment) we sow analytically ow deviations from te equilirium relationsip etween det, money and te primary de cit ave to e met troug future canges in eiter primary de cits, monetary liailities, real interest rates, in ation or GDP growt. Using te VAR metodology proposed y Campell and Siller (988), we assess te relative contriution of eac cannel to nancing scal activity, for te period Our tird and nal focus is to use tis framework to assess statistically weter te sustantial expected increase in scal de cits treatens te current low levels of in ation. Our ndings can e summarised as follows. For te period under consideration and for US, Japan, Germany, UK, Italy and Canada, scal imalances are mostly removed troug adjustments in te primary de cit (80-00%), wit less important adjustments troug in ation (0-0%) and GDP growt (0-20%). In particular, te relation etween scal imalances and in ation suggests extremely modest statistical interactions etween te two; suggesting tat widely anticipated increases in scal de cits, due to demograpic factors, are not necessarily predictors of iger future in ation. It is important to stress tat tis conclusion is ased around an analysis wic is in essence a purely accounting exercise. Tere exists a large and varied teoretical literature examining te economic linkages etween scal de cits and in ation (see inter alia Sargent and Wallace, 98, McCallum, 984, Leeper, 99, Sims, 994 and Woodford, 995) ut, y contrast, our analysis pursues a di erent pat. Using te accounting framework of te intertemporal udget constraint to empirically document te relative statistical role of di erent factors in acieving scal alance. Te plan of te paper is as follows. In Section 2 we examine te properties of our data set and argue tat our sample period is appropriate for reviewing ow scal adjustment is acieved in te face of large variations in government det in response to sarp increases in social transfers. Using te period-y-period udget constraint we examine evidence for scal sustainaility and te drivers of te det/gdp ratio. A simple accounting exercise sows tat nominal GDP growt, and especially in ation, played an important role in acieving det staility. In Section 3 we extend our analysis and introduce our log linearised version of te intertemporal udget constraint and derive our key measure of scal imalances, namely a relationsip etween levels of government liailities and te primary de cit. We sow ow variations in tis relationsip are related to expected canges in future de cits, money creation and canges in in ation, real interest rates and real GDP growt. In Section 4 we sow ow to estimate tis long run relationsip etween liailities and te de cit and we ten construct estimates of scal imalances across te countries in our sample and draw conclusions aout te dynamics of scal adjustment. Section 5 uilds on tis long run relationsip and te restrictions imposed y te intertemporal udget constraint to perform a variance decomposition for ow scal sustainaility is acieved. We extend our framework to assess te separate importance of government expenditure and tax revenue in acieving scal alance and examine te predictive role of scal imalances in predicting future in ation. A nal section concludes.

5 Inflation and Rising Det 3 2. Fiscal Sustainaility: A ackward looking approac Our focus is on assessing te sustainaility of scal policy in six industrial nations - US, Japan, Germany, UK, Italy and Canada - over te period Our interest is not just to assess scal sustainaility, ut also to identify te means troug wic tis sustainaility is acieved. We coose tese nations ecause we are interested in te implications of demograpic induced de cits tat are expected to a ect tese countries in te coming decades. We coose tis time period ecause, in contrast to te majority of te literature, we are interested in ow governments acieve scal alance in te face of rising non-war related expenditures. Wit demograpic cange expected to lead to increasing social transfers, tis sample is a natural environment wit wic to consider te likely impact of rising det. For example, over tis period, Canada increased social transfers y 4.7% of GDP, Germany y 6.6%, Italy 7.8%, Japan 9.2%, UK 5.9% and US 6.7%. wic accounted for 04%, 57%, 5%, 49%, 88% and 46% respectively of te oserved increase in total government expenditure during tis period. In oter words our period is one were increases in government expenditure were eavily linked to rises in social transfers. A furter reason for focusing on tis post WWII period is tat it is te most recent and most relevant: our results in Giannitsarou and Scott (2006), using istorical UK and US data, suggest tat te means troug wic scal adjustment is acieved ave canged signi cantly across centuries and in particular war induced increases in det are nanced troug di erent cannels tan general increases in det. We leave undiscussed te political economy features tat migt explain wy military expenditure is nanced troug di erent means to social transfers ut te implication is tat focusing on modern times of peace is critical if we are to gauge te impact of demograpic induced future scal de cits. For tis period to e informative regarding te means werey governments acieve scal sustainaility it is important tat det and de cits sow signi cant variation. Anoter reason wy so many previous researcers ave focused on war related expenditure is it leads to dramatic swings in pulic det and de cits and so is a natural period wit wic to examine scal sustainaility. Tale documents some stylised facts for key scal variales over our post war period. Det relative to GDP sows large volatility, wit a standard deviation ranging from to Wit te exception of te US, all countries see an increase in det/gdp over te sample period and in two of our six cases, det/gdp rises aove 00% GDP. Tis is far from eing a period of tranquil pulic nances or modest variation in det, suggesting once more its relevance as a case study for coming decades. Performing various unit root tests (see Tales 2-5) to te market value of government det, government expenditure (excluding interest payments) and revenue, all expressed as a ratio to GDP, provides furter evidence of te variaility of government nances. Te strong consensus tat emerges from tese results is tat all variales appear to e non-stationary and contain unit roots. Te fact tat government expenditure/gdp and tax revenue/gdp are non-stationary over tis period is testimony to te rise of social transfers commented on in previous paragraps. Te suggestion tat det/gdp is also non-stationary furter implies tat acieving scal sustainaility in tis post war period as een A detailed description of our data and its sources is provided in appendix A.

6 Inflation and Rising Det 4 a callenge. Te nding tat te det/gdp ratio is non-stationary also con icts wit te ndings of Giannitsarou and Scott (2006) tat use longer runs of istorical data. It tus seems tat te sample in tis paper is one of unusual scal prolems. Te nding tat det/gdp is non-stationary may appear to e inconsistent wit scal sustainaility, ut as stressed y Bon (2006), tis is not necessarily te case. Critical for sustainaility, according to tis analysis, is te existence of a feedack from te level of det to te current primary de cit. In oter words, wen estimating a regression of PrimarySurplus t = A(L)X t + Det t + t ; were X t denotes a set of relevant explanatory variales, it is necessary tat is positive and larger tan te interest rate paid on government det. Te nal column in Tale reports estimates of (and associated p values) for eac of our countries were X t consisted of lagged values of te primary surplus. Only in te cases of Japan and Germany is te det term not signi cant at te 5% level or less (altoug including additional variales suc as GDP, interest rates, etc. remedied tis prolem for Germany), suggesting tat most countries sow evidence of scal sustainaility over our period. Interestingly, Japan and Germany are te only countries were te maximum value for det/gdp is oserved in te nal oservation in te sample period. We include all six countries in our estimation elow, ut tese results suggest some care sould e taken in interpreting te Japanese and German ndings. To etter understand te movements in te det/gdp ratio and its relationsip wit oter scal variales it is useful to consider te period-y-period udget constraint. Let + { t denote te growt in nominal GDP and + i t te one year olding return on nominal government onds. Let B t, G t and T t e te ratios of nominal det, government spending and tax revenues to nominal GDP. 2 Ten we ave B t = (G t T t ) + i t + { t B t { t + { t B t : () In oter words, te det to GDP ratio increases troug te ratio of te primary de cit to GDP and interest payments on det (using te growt adjusted real interest rate), and reduces troug a nominal growt dividend { t B t = ( + { t ). To investigate te role of variations in ond prices as a way of ensuring tat te intertemporal udget constraint of te government olds (te focus of Marcet and Scott, 2005a), we evaluate () y considering i t as te one year olding return on government onds. In oter words, we include ot coupon payments and capital gains, so tat our udget constraint is speci ed in terms of te market value of government det, rater tan te stock of outstanding det. Following Bon (2005), to gain some understanding of wat drives canges in te det/gdp ratio, we can evaluate () using sample averages for our period. Te results are sown in Tale 6. As noted in Tale, Japan and Germany sow te most dramatic increases in det, wit only te US and UK sowing road det staility. Tese sustantial di erences in det dynamics are despite te fact tat, wit te exception of Italy, te total de cit/gdp ratio is reasonaly similar across countries. Te main 2 For easy reference, te notation we use trougout te paper is summarised in Appendix B.

7 Inflation and Rising Det 5 reason eind Germany and Japan s di erent det dynamics is teir low value of te growt dividend; tis is particularly noticeale for te in ation component (te nominal growt dividend consists of a real growt and an in ation component). Reviewing Tale 6, it is seems tat in ation as een a signi cant in uence in acieving scal sustainaility. At rst glance, tis would seem to generate te serious concern tat rising de cits induced y demograpic cange may lead to rising in ation. Tale 6 is a useful accounting exercise, ut in focusing on ex post realisations only provides a ackward looking analysis. Equation () olds for all scal policies, regardless of weter tey are sustainale or not, and as a consequence cannot e used to assess te sustainaility of scal policy. Moreover, it does not provide information on ow governments expect to acieve scal sustainaility or ow scal policy responds to socks to key economic variales. In order to gain insigts into tese issues we next turn to a forward looking perspective y introducing te intertemporal udget constraint. 3. Fiscal Sustainaility: A Forward Looking Approac In tis section we use te intertermporal udget constraint to derive an alternative accounting framework for studying scal sustainaility. Tis alternative approac produces a relationsip etween te level of government liailities relative to te primary de cit and projections of future values of key scal variales. We will argue tat tis relationsip is a natural way to caracterise imalances in scal policy. Furtermore, using tis expression we can examine ow adjustments to te government s scal position are made in order to restore scal sustainaility. In oter words, wile te ackward looking accounting equation () elps quantify ow te average value of scal variales are related tis forward looking approac elps quantify ow key variales cange in order to ensure scal sustainaility. In deriving te government s intertemporal udget constraint we use te same log-linearisation approac as in Giannitsarou and Scott (2006). Log-linearising te intertemporal udget constraint as een used in a wide variety of applications; e.g. Campell and Siller (987) and (988) apply tis approac to equity prices and dividends, Campell and Siller (99) use it to analyse te yield curve, Lettau and Ludvigson (200) examine te consumption-wealt ratio and its aility to predict capital gains, and Bergin and Se rin (2000) and Gourincas and Rey (2005) apply te framework to te alance of payments. Altoug te overall metodology is similar to tese oter studies we sare wit Gourincas and Rey (2005) a signi cant prolem. Log linearisation requires approximating around stationary variales ut in our case te trending nature of government expenditures and revenues prevents a straigtforward approac. Te non-stationarity of scal variales creates a numer of signi cant di culties tat need to e overcome if we are to utilise a long linearisation approac. Since we focus on te implications of scal de cits for in ation, we start wit a version of te government s udget constraint () augmented wit monetary liailities i.e. G t T t = B t t t Q t B t + H t t Q t H t ; (2) were H t denotes te ratio of monetary liailities to GDP, t te in ation rate ( + t ), and Q t is te growt in real GDP ( + t ).

8 Inflation and Rising Det 6 In seeking to derive a log linear version of te government s udget constraint Giannitsarou and Scott (2006) stress two di culties: (a) G t ; T t and B t sow evidence of non-stationarity and () it is not possile to take logs and linearise te primary de cit D t = G t T t due to its possile negative values; terefore te log linearisation needs to e done separately for G t and T t. To overcome tese di culties and arrive at a useful version of te intertemporal udget constraint, we need to make te following assumptions : Assumption : Tere exists a variale W t suc tat G t =W t ; T t =W t ; B t =W t and H t =W t are stationary. Assumption 2: Te real and nominal interest rate, te growt rate of GDP, in ation and te growt rate of W t are all stationary, wit steady states i, r,, and! respectively. Assumption 3: Te No-Ponzi condition olds i.e. N lim (B t+n + H t+n ) = 0; N! were denotes te growt adjusted real interest rate less growt in W t. Tis condition olds if ( + ) ( +!) < + r: Assumptions and 2 are required to pursue our log linear approac. Assumption 3 is a version of te standard transversality condition tat ensures scal sustainaility olds and enales us to express current scal policy in terms of nite valued in nite orizon present value expressions. Given te importance tese assumptions it is wortwile discussing eac of tem more extensively. Assumption invokes te existence of a variale W t, tat transforms te ratios of government spending, revenues and det to GDP to stationary variales. As explained in Campell and Siller (988), in order to e ale to consider a rst order approximation to te udget constraint, te variales tat are approximated need to e stationary. Te standard practice is to assume tat de ating variales y GDP is su cient to induce stationarity. However, Tales 2-5 suggest tat apart from det/gdp, expenditure, revenue and money over GDP also seem to e non-stationary. We terefore need to invoke te assumption of a common trend W t across all four variales wic is capale of inducing stationarity. An ovious issue is te identity of W t : wat variale would induce stationarity in te pulic nances? One possile interpretation is tat W t is a purely statistical term representing a common trend amongst tese variales. Alternatively, W t could ave an economic interpretation, for instance, te value of te stock of pulic assets. However, ecause our focus lies in deriving a log-linearised version of te udget constraint, we need only assume tat suc a variale exists; we do not need to empirically oserve tis variale. Tis is ecause ultimately terms in W t cancel out after te linearisation leaving us wit just log-linear expressions for G t ; T t, B t.and H t : Altoug W t does not gure in our later empirical exercise, Assumption does ave testale implications: if tese variales sare a common trend W t, we sould nd cointegrating relations etween te variales in te pairs fg t ; T t g ; and fg t; B t g and fb t ; H t g. Indeed,

9 Inflation and Rising Det 7 evidence for suc cointegrating relations is given in Tale 7, wic o ers general support for Assumption. Assumption 2 requires tat certain key variales ave stationary growt rates. We performed various unit root tests tat provide evidence in support of Assumption 2. Tese tests are omitted ere, ut are availale from te autors upon request. Assumption 3 is more controversial and is critical in order for us to derive te intertemporal udget constraint. Te form of tis assumption is standard across many applications, ut in our case we require tat te average real interest rate e greater tan te sum of real GDP growt and te growt in W t. Clearly, testing tis assumption is impossile since W t is unoserved. Neverteless, if we assume tat W t as positive mean growt, ten a weak test of Assumption 2 is weter r > or not. For our sample period tis condition olds only for Canada, Germany and te US. Te majority of te literature simply invokes tis assumption and rarely tests weter it is true (see Ball, Mankiw and Elmendorf (998) for an extended discussion on te validity of tis assumption and te options it provides scal autorities if te condition fails to old). Presumaly te fact tat so many studies do not test te assumption is ecause implicitly it is assumed tat even if over te sample period r and do not satisfy te restriction future values will ensure it olds and so te intertemporal udget constraint is well de ned. For instance, Giannitsarou and Scott (2006) sow tat over te sample period tis restriction olds for te UK, so altoug it is violated etween , looking forward over an in nite orizon te assumption is justi ed. An alternative approac is tat suggested y Bon (2006), wo sows ow it is possile to derive an intertemporal udget constraint, even wen ( + ) ( +!) > + r, if one treats tis as a merely tecnical ostacle. Te trick is to use an alternative "interest" rate, r > r, wic satis es ( + r ) > ( + ) ( +!) and ten amend te udget constraint for te di erence etween r and r and ten linearise tis transformed udget constraint. Appendix C sows ow to apply tis metod to our model and uses a particular example for r wic ensures te validity of our main expressions even wen r < : Fundamental to our analysis is a relationsip etween te level of liailities and government expenditures and revenues. De ne were l t t + t + g g t + t (3) = (4) = (5) g = ( + ) g (6) = ( + ) (7) ten Giannitsarou and Scott (2006) sow tat te log-linear version of te government s present value constraint is

10 Inflation and Rising Det 8 l t ' + + X E t T X j E t j=0 j= r t+j j d t+j + ( )E t X j t+j j=0 + t+j + + t+j : (8) Note tat y Assumption 3, it must e tat > and < : Te variale d t g g t + t ; were g and are of opposite signs, is essentially a transformed version of te primary de cit. Te critical variale for our analysis is l t, wic is a measure of te imalances in scal policy. If g > 0 and < 0, ten l t de nes a relationsip etween government liailities and te primary de cit; if g < 0 and > 0, ten instead te relationsip is etween government liailities and te primary surplus. Since > and <, te coe cient on det is positive and te coe cient on money is negative, regardless of te signs of g and : Equation (8) pins down a long run equilirium relationsip etween te market value of government det, monetary liailities and a version of te current primary de cit, d t. We interpret tis expression as follows. For given values of mean interest rates, real GDP growt and money oldings, tere as to e a steady state relationsip etween det and te primary de cit, if det is to e sustainale and for te intertemporal udget constraint to old. Under our Assumption 2 and given our empirical evidence on unit roots, te rigt and side of (8) is stationary, so tat E t l t+j =, as j! ; suggesting l t as a natural measure of required scal adjustment. Wen l t = 0, ten tis equilirium relationsip olds, ut for l t > 0 det is too ig relative to current scal de cits. Adjustment is acieved troug variations in te rigt and side of (8). Furter insigts into (8) and l t can e gained from considering te results of Trean and Wals (988) and (99), and Bon (2006). Te former sow tat te intertemporal udget constraint requires tat te primary de cit and det satisfy a cointegrating relationsip. Given Assumption 2 and te fact tat E t l t+j =, te same is true for our approximation to te intertemporal udget constraint. 3 Bon (2006) focuses on an alternative insigt, namely tat det sustainaility requires a feedack rule from det to de cits. Given Assumption 2, we know tat l t must e stationary, wic can e acieved troug a feedack rule from det to te de cit, altoug in tis case te feedack is from a weigted average of marketale det and monetary liailities. If te left and side of (8) measures te degree of scal adjustment required, ten te rigt and side of (8) tells us ow tis scal adjustment (l t ) is acieved troug eiter: (a) future improvements in te primary de cit d t+j, () issuing more monetary liailities, t+j or (c) variations in te growt 3 Strictly speaking (8) states tat if te components of l t are of order of integration N, ten te rigt and side of (8) is order N.

11 Inflation and Rising Det 9 adjusted real interest rate (r t+j t+j t+j ). Te coe cients on eac of te components of te growt adjusted real interest rate di er, as te nominal dividend e ect ( t+j t+j ) operates on ot onds and money, wile r t+j a ects only onds. As a result, equation (8) tells us tat, if te intertemporal udget constraint olds, any deviations in te long run relationsip etween det and de cits must elp predict movements in eiter future primary de cits, money creation, nominal interest rates, in ation or GDP growt. We stress once more tat our intertemporal udget constraint is an accounting framework and te predictive role of l t is a purely statistical rater tan necessarily causal penomenon. 4. Estimating Fiscal Imalances Crucial to implementing our approac to te intertemporal udget constraint is construction of an estimate for l t and so estimates of ; ; g and :A common approac to estimating (3) and its analogues in te literature is to use Stock and Watson s (993) Dynamic OLS estimator. In our case tis would involve estimating te regression: kx g t = t + 2 t + 3 t + (c i t i + c i t i + c i t i ): (9) i= k Using (3), (4)-(7) and te fact tat g + =, we get te implied restrictions = = ; (0) : () Tale 8 sows te results from estimating tis equation and te implied estimated coe cients for te parameters of interest,,, g and. Tese estimated coe cients are calculated as follows. First, we ceck tat in eac case, we cannot reject restriction (0), at eiter te 5% or 0% level. Next, equation (9) contains tree key estimated parameters, namely ; 2 and 3. From tese reduced form estimates we wis to estimate te structural parameters ; ; ;, using relations (4)-(7). However, due to (0), we ave in e ect only two independently estimated parameters. Terefore identifying our structural parameters requires using additional information. In particular, we can estimate as te sample average of narrow money to government det ratio (H=B) and y de nition we ave = = ( + ) ( + r). Using tese additional restrictions we can ten just identify te key structural parameters of interest and construct our estimate of l t : ^lt = t + t + d t : Te variale ^l t is a measure of te deviation of a weigted average of government liailities from a transformed measure of te primary de cit d t. Te larger l t is, te larger det is relative to te steady state level of de cits and te greater te required degree of scal adjustment. Note tat given te estimates of Tale 8, te weigts on government expenditure and tax revenue ( g and ) are of opposite

12 Inflation and Rising Det 0 sign and approximately equal in asolute value, so tat d t is only mildly di erent from te primary de cit (and in te case of Japan and te UK tere is very little di erence). Te coe cients g and, re ecting te relative importance of te primary de cit relative to liailities, clearly sow signi cant variations across countries. Tese variations re ect te fact tat te size of te primary de cit needed to ensure sustainaility depends on te level of interest rates, GDP growt and det and small variations in tese numers can produce large variations in g and. Wile tis approac is standard in te literature our use of Assumption creates additional prolems wic make te aove analysis prolematic. Assumption implies tat G t ; T t ; B t and H t all sare a common stocastic trend, W t. As a result tere exist tree (linearly independent) cointegrating vectors. Evidence for tis was sown in Tale 7, wic we used earlier as support for Assumption. In oter words, in our data we ave te following cointegrating relationsips: 4 g t = ' t t + u t t = ' 2 t + u 2t g t = ' 3 t + u 3t were u it ; i = ; 2; 3 are stationary error terms, since te variales cointegrate. Given tat eac of tese pairs is stationary, it also must e te case tat any linear comination of tese cointegrating relations must also e stationary. In oter words, Assumption implies tat for any ; 2 and 3 te following olds : (g t ' t t ) + 2 ( t ' 2 t ) + 3 (g t ' 3 t ) = w t were w t is a stationary error term wic is a linear comination of te u 0 its. Rearranging tis expression yields g t = ' + 3 t t 2 3 ' t + 2' t + w t Assumption implies tat tis equation must old for aritrary, 2 and 3 wile te intertemporal udget constraint implies, troug (3), (4)-(7), tat only one speci c cointegrating vector is useful in predicting future scal eaviour e.g te rigt and side of (8). Assumption means tat wen we estimate (3) using DOLS we are in e ect estimating some weigted average of te tree cointegrating vectors, were te weigts are aritrary and not uniquely determined. Wile (3) and (4)-(7) imply some cross parameter restrictions, tey are not enoug to uniquely pin down ; 2 and 3 and overcome tis indeterminacy. In oter words, it is not ovious tat te estimates in Tale 8 truly uncover te structural parameters tat we are interested in. 4 Here we follow Gourincas and Rey (2005) and allow te coe cients in tese cointegrating relationsips to di er from. Measurement important wen dealing wit scal data; in particular ecause of o -alance seet items, o cial det data does not accumulate purely as a consequence of te total de cit.

13 Inflation and Rising Det In order to validate te estimates of Tale 8 as reliale measures of scal imalance, we use two independent arguments. Te rst and most powerful is tat te intertemporal udget constraint implies more tan just a linear cointegrating vector of te form (3) exists. In particular te intertemporal udget constraint implies tat te "true" l t, i.e. expression (3), equals te rigt and side of (8). Assumption entails tat tere exist many cointegrating vectors etween t ; t ; g t and t t ut te intertemporal udget constraint implies tat only one particular cointegrating vector sould e useful in predicting te present value of future scal variales. Tis in turn implies tat innovations in l t sould e equal to te innovations in te present value of tese future scal variales. We sow in a later section ow to exploit tis to test for te validity of our estimated (3) as a measure of scal imalances. For te cases were tis test is not rejected we can e con dent tat DOLS does not estimate an aritrary cointegrating relationsip ut te speci c one implied y te intertemporal udget constraint. Te second means of verifying our DOLS estimates of (3) as a valid measure of scal imalances is to provide alternative estimates of te key structural parameters ; g ; ; ; and use tese to construct an estimate of fl t g wic can ten e compared wit tose otained from DOLS. Sample estimates of real interest rates, real GDP growt, government expenditure, tax revenues and money oldings as sares of GDP were constructed and an estimate of! (te growt of te common trend W t ) formed y averaging te trend growt rates of t ; t ; g t and t t. Estimating l t in tis way is prolematic for several statistical reasons and is not our preferred approac. Te rst prolem is tat g t and t t are non-stationary and so do not ave a well de ned unconditional mean. Te second is tat wen we use DOLS we can exploit te order of integration of te variales and arrive at superconsistent estimates. However, tis approac does o er, owever awed, a furter means of assessing our measure of scal imalances. Tale 9 sows te results for our key parameters from tis alternative estimation metod and also o ers some information on ow tis measure of l t compares wit tat from using DOLS. For Canada, UK and US te results are astoundingly similar, ot in terms of te structural parameters and te correlation etween te estimates of l t and l t. In all tree cases we can reject strongly te null of non-stationarity for tis alternative estimate of l t. For Italy te coe cient estimates are roadly similar except tat tose on det and money are around twice as large ut te two estimates roadly track one anoter and sow similar eaviour in teir rate of cange. Te only countries were tere are important di erences are for Japan and especially Germany, note tat tese are te two countries for wic our earlier analysis questioned te degree to wic scal policy ad een sustainale over our sample period. For Japan te main di erence is tat te coe cients on government expenditure and taxation are muc smaller tan from DOLS and so tis estimate of l t places muc greater weigt on te det and monetary liailities term. Tis leads to a weaker correlation etween te two estimates altoug te uctuations in l t are roadly similar. Te two estimates for Germany are owever very di erent, wit a near perfect negative correlation arising from te fact tat g and t ave opposite signs to tat from DOLS. Note also tat tere is only weak evidence tat tis alternative measure of l t is stationary, wic our assumptions require. Tese independent validations of our DOLS estimates of

14 Inflation and Rising Det 2 l t suggest tat, wit te exception of Germany, tey are valid measures of te degree of scal imalance as suggested y te intertemporal udget constraint. We now move to consider in more detail wat tese estimates imply aout te dynamics of scal adjustment. In order to make comparisons across countries it is necessary to standardise our measures of l t, due to te fact tat te estimated coe cients in Tale 8 di er so muc across countries. As previously descried, ^l t is te deviation in te relationsip etween liailities and te primary de cit. Consider te case were scal equilirium, i.e. l t = 0, is acieved purely troug adjustments in tax rates. Given our de nition of l t tis would require an increase in taxes of ^l t = i[^l t m l ]: + were m l is te sample mean for l t and ^l t is a normalised measure of scal imalances wic can e used to make comparisons across countries: it is te required increase in te tax revenue/gdp needed to restore scal equilirium and can e tougt of as an alternative measure of scal sustainaility to tose proposed y Blancard et al (989) and Polito and Wickens (2006). Estimates of ^l t are sown in Figure 3, for our sample period. Tese suggest tat te discrepancy etween det and de cit in te US is currently on a par wit te Reagan years, altoug it as sown some signs of improvement over te last year. After a protracted correction during te 980s and 990s, te estimates suggest tat Canadian pulic nances are now in roug alance as is German policy. Not surprisingly Japan s scal situation as sown a dramatic recent deterioration, as as te scal position of UK. Finally, after many consecutive years of scal improvements, our estimates suggest tat from a long term perspective, Italian pulic nances ave deteriorated signi cantly in recent times. Tale 0 reports some summary statistics regarding scal adjustment for our countries during tis period. Te degree of imalance varies etween around plus and minus 5% for all economies, except for te US were te range is narrower (plus or minus 3%). In all cases scal adjustment is igly persistent altoug not a unit root process; as discussed aove, it is critical for our analysis tat l t is stationary. Fiscal adjustment is a protracted process, wit a alf life of etween 2 and 4 years. Given tat our sample period contains 46 years of data for most countries we ave several completed cycles of scal adjustment. However, te case of Japan sows weakest evidence of adjustment in scal policy, peraps re ecting our earlier comments tat te continual rise in Japanese government det may re ect an uncompleted scal adjustment. 5. Financing te Budget Te previous section constructed estimates of our measure of scal imalance and statistically caracterised its variaility. Equation (8) states tat tese uctuations in l t are associated wit uctuations in future de cits, money creation, real interest rates, in ation and real GDP growt in a manner tat ensures te government s intertemporal udget constraint olds. If te left and side of 8) sows a measure of scal imalance ten te rigt and side sows wic variales account for variations in scal

15 Inflation and Rising Det 3 imalances. We now turn our attention to using tis equation to perform a variance decomposition on l t. De ne z t = (l t ; d t ; t ; r t ; t ; t ) and assume z t follows a VAR(p) process, i.e. z t = A z t + A 2 z t 2 + ::: + A p z t p + " t ; were A k ; k = ; :::; p are 6 6 matrices. Denoting z t = zt; 0 zt 0 ; :::; z0 t p+ and "t = (" 0 t; 0; :::; 0) we can rewrite tis VAR(p) as a VAR() so tat z t = Az t + " t ; were 0 A = A A 2 A p A p C A : Noting tat conditional expectations satisfy E t z t+j = A j z t and de ning appropriate indicator vectors e suc tat e 0 l z t = l t ; e 0 d z t = d t ; e 0 rz t = r t ; e 0 z t = t ; e 0 z t = t ; e 0 z t = t ; we can ten, following Campell and Siller (988) rewrite (8) as e 0 l z t = + + X (= ) j e 0 d Aj z t + j= X (= ) j e 0 ra j z t + j=0 + X (= ) j e 0 A j z t ; j=0 X (= ) j e 0 A j z t j=0 X (= ) j e 0 Aj z t j=0 or equivalently e 0 l z t = ( e 0 r + e 0 e 0d A I + e 0 I A + ) A e 0 I A z t : (2)

16 Inflation and Rising Det 4 Tis is simply a restatement of our key equation (8), ut were we ave replaced te expectation terms wit conditional forecasts otained from our VAR representation for z t. If our log linearisation to te udget constraint is appropriate we ave e 0 l I A = e 0 r + e 0 e 0d A + + e 0 e 0 : (3) Tis expression sows te restriction our present value formula imposes on innovations to l t relative to innovations in de cits, money and growt adjusted real interest rates. It can terefore e used as a joint test for te adequacy of ot our approximation to te intertemporal udget constraint and te forecasting system used for our variales. It is tis test we referred to earlier as a means of validating our DOLS estimates of l t. implement formulation of tis restriction is: As sown in Giannitsarou and Scott (2006), an alternative and easier to 0 = E t ( t t ) + l t r t t ( t + t ) : Tis last expression can e easily tested y regressing te expression in te expectation on variales in te t- information set and testing for teir signi cance. If our log linear approximation to te intertemporal udget constraint is to old, ten tese lagged variales sould e insigni cant. were To proceed wit our variance decomposition we rewrite our system as l t = F d;t + F ;t + F r;t + F ;t + F ;t ; F d;t = F ;t = F r;t = F ;t = F ;t = + e 0 e 0 r I I I e 0 + A A z t ; z t ; A z t ; I e 0 e 0d A I A z t : A z t ; were F j;t denotes te projected contriution of component j towards maintaining te intertemporal

17 Inflation and Rising Det 5 udget constraint. Figure 4 sows te value of l t and our estimated series for F d;t +F ;t +F r;t +F ;t +F ;t in te case of te US and sows tat our forecasting model does an excellent jo capturing te restrictions implied y te intertemporal udget constraint. Tis is con rmed y te 2 test of te ortogonality condition (3), wic olds at te 5% level or less for te majority of cases, once more con rming te validity of our DOLS estimates.. Te ene ts of applying tis VAR forecasting framework to our intertemporal udget constraint is tat it can e used to perform a variance decomposition on l t. In oter words, it is possile to measure te relative importance of eac of our variales (canges in primary de cit, issuance of monetary liailities, canges in return on onds or in ation or GDP growt) in acieving scal alance. As sown y Cocrane (992), te relative importance of variale j can e measured y te estimated coe cient from a regression of F j;t on l t. Tale sows results from our sample period and demonstrates clearly te importance of de cit uctuations as te main source of adjustment in l t. Compared to te importance of te de cit, te role of te oter variales is minor, including tat of in ation. Te minor role for variations in rates of return on government det in acieving scal alance is consistent wit te ndings of Marcet and Scott (2005) regarding te lack of scal insurance o ered y existing det instruments. Because te F jt components are possily correlated amongst temselves our variance decomposition is not an ortogonal one and so our estimates of te relative contriution of eac variale are not ounded etween 0 and. Tis leads to te possiility tat if our in ation term is strongly correlated wit uctuations in te primary surplus ten our ig estimate of te role of uctuations in te primary de cit and our low estimate for in ation may re ect te non-ortogonality of our decomposition. However, te strongest correlations in our data are etween F ;t, F r;t and F ;t rater tan wit F d;t. For instance, for US, Italy, Canada, UK, Japan and Germany te correlations etween F ;t and F d;t are -0.26, 0.78, -0.5, -0.24, 0.42 and -0.6 compared to -0.78, 0.46, 0.25, -0.90, 0.97, 0.67 for te correlation etween F ;t and F ;t. Only if te correlation etween F ;t and F d;t is large and negative can an appeal to non-ortogonality e used to explain wy our estimates of te importance of in ation may e an underestimate. Te importance of te de cit in te variance decomposition is surprising given our previous ndings on te importance of te nominal growt dividend. However, as stressed earlier te growt dividend focuses on ow te average level of te det/gdp ratio is linked to average levels of te primary de cit, interest rates, GDP growt and in ation. By contrast our use of te intertemporal udget constraint focuses on ow canges in tese variales account for variations in te de cit to liailities ratio. Examination of te raw data also reveals te importance of sifts in te primary de cit. For instance, in Italy te primary de cit started at 0%, ut deteriorated to more tan 8% efore det started to improve as te primary de cit moved to -6%. Similar movements in det and primary de cits occur in te oter countries in our sample. Tis analysis suggests tat uctuations in te primary de cit are te main means werey scal alance is aceived. Tis raises te question weter uctuations in te primary de cit are driven more y government expenditure or y canges in tax revenue. We terefore extend our VAR using te

18 Inflation and Rising Det 6 decomposition l t = F g;t + F ;t + F ;t + F r;t + F ;t + F ;t ; were F g;t = F ;t = + + g e 0 ga I e 0 A I A z t ; A z t : Te results of tis extended VAR are also sown in Tale. As in Bon (99) ot expenditure and revenue variations play a sustantial role in scal uctuations wit a sligtly more important role for expenditure uctuations, altoug tis e ect is far more pronounced in te UK. Tese variance decomposition results suggest tat in ation movements play only a very minor role in accounting for sifts in te scal position of governments. However, tis does not necessarily mean tat scal movements are insigni cant in predicting future in ation. We now turn to anoter implication of equation (8), i.e. tat l t sould e useful in predicting future in ation. In particular, we look at te aility of l t to predict future in ation at orizons from to 20 years. We do tis y rst specifying an optimal forecasting equation for in ation. We use lag selection criteria in a model were in ation depends on lagged values of in ation, nominal interest rates and GDP growt, were we consider lags of up to 8 periods for eac variale. Having arrived at an optimal model, we ten add l t j to gauge te additional explanatory power from our measure of scal imalance. Te results are sown in Tale 2, were we quote te p-value for l t j ; j = ; ::; 20. Te results are consistent wit Tale : scal measures ave a very marginal impact on predicting in ation. Te vast majority of lags are insigni cant altoug in a few cases tere is evidence of predictive aility at orizons of around 3-4 years. However, te marginal statistical contriution of l t is fairly small. Te pitfalls of suc Granger causality tests are well known and teir inaility to successfully identify causal economic mecanisms well documented. We sould terefore take care in interpreting tese ndings and not necessarily interpret tem as implying tat scal policy does not in uence in ation. For instance, te scal teory of te price level would argue tat expectations aout future de cits, tat is P j E t j= dt+j would in uence te current level of prices and so a ect contemporaneous in ation. Tis is entirely consistent wit our nding tat l t as only a minor role in predicting future canges in P j in ation i.e E t j= t+j. However, wile we need to e careful in te economic conclusions we draw from tese ndings we can draw te statistical conclusion tat rising government det is not a good predictor of rising future in ation. Tat is, te increased indetedness originating from demograpic cange is not necessarily a statistical aringer of rising future in ation.

19 Inflation and Rising Det 7 6. Conclusion Tis paper sougt to apply a log linearised version of te intertemporal udget constraint to consider government s scal positions. It tried to answer tree key questions (a) is current scal policy sustainale? () ow ave OECD governments nanced teir scal de cits in recent decades and (c) wat are te implications for in ation of te expected rising de cits? Te contriution of te paper is purely empirical, using an accounting identity to quantify te statistical impact of certain key variales. In answer to te rst question, for eac country we estimated a measure of current scal imalance, de ned as te ratio etween current liailities and te primary de cit. For all countries, te current measure for tis imalance was witin te istorical range of variation suggesting tat current policies are sustainale, wit te possile exception of Japan. Using our version of te intertemporal udget constraint, we analysed ow in previous years governments ad acieved scal alance. We found an overwelming role for canges in te primary surplus wit only a minor role for in ation, growt and interest rate e ects. Furter we also found tat scal imalances ad only a very weak forecasting role for future in ation at nearly all orizons, wit some mild evidence tat scal imalances could elp predict in ation tree to four years aead. Oviously our results sould e interpreted wit care as tey are ased on a certain istorical period and an assumption tat governments cannot take a de cit gamle if r < ; inevitaly any attempt at an econometric approac to evaluating te intertemporal udget constraint is vulnerale to time dependence and non-stationarity. Our accounting framework also prevents us from attriuting any causal role to te statistical relationsips we discover. However, te statistical ndings are striking: variations in scal imalances and movements to scal sustainaility are acieved mainly troug variations in te primary de cit. Moreover, rising government det amongst tese countries is not a reliale predictor of iger future in ation. A. Data Notes on data sources for te UK and US can e found in Giannitsarou and Scott (2006). remaining countries details are as elow. Te following areviations are used: For te GFD: Gloal Financial Data IFS: International Financial Statistics (IMF) OECD-EO: OECD Economic Outlook Dataase OECD-CGD: OECD Central Government Det Statistics HSoC: Historical Statistics of Canada ( Statistics Canada ) DI: DataInsigt

20 Inflation and Rising Det 8 GDP, Prices and In ation Country variale sample period source ID/Speci cation CAN real GDP GFD GDPCCANM nom. GDP GDPCANM JAP nom. GDP IFS 5899B.CZF De ator 5899BIRZF JAP, ITA, GER nom. GDP OECD-EO De ator Te implicit GDP de ator is used as te price index. (Gross) in ation is ten otained as te annual rate of cange of te index. Base Money Country sample source ID/Speci cation CAN HSoC J69+J DI MBASENS@CN GER DI M@EURNS@GY ITA Fratianni (2005), p49 col BP Banca d Italia JAP DI MBASENS@JP For Canada, Italy, and Japan, ase money is used. For Germany, it is te national de nition of M (currency in circulation plus overnigt deposits). Government receipts and expenditure Country sample source ID/Spec. CAN Receipts, expenditure HSoC F09, F6 Receipts, expenditure DI REVG@CN, EXG@CN Interest EXGCDINS@CN GER, ITA, JAP Receipts, expenditure OECD-EO Interest All government expenditure data is net of interest service. Revenues are net of interest receipts for Germany, Italy and Japan, ut not for Canada. Te primary de cit is expressed as net expenditure minus (net) receipts. Government det and market values. Market values are approximated for central government marketale det, wic is from OECD-CGD. For te periods efore tese data are availale, te last availale sare of marketale in total det was used to otain marketale det. Te price of government det is approximated as

21 Inflation and Rising Det 9 p t = + NC + NI ; were N is te average term to maturity of outstanding government securities, C is te average coupon rate, and I is te average market yield. Data on average terms to maturity and average yields is from OECD-CGD. If no average term to maturity was availale, average maturities were used. For earlier periods, te last average maturity availale was taken. If average yields were unavailale, yields are constant maturity encmark yields (from GFD). For a given year, te encmark yield closest to te average term to maturity of tat year was applied. Average coupon data is approximated as te ratio of gross interest service to gross government det, more precisely, C t = Interest t+ DEBT t :

22 Inflation and Rising Det 20 B. Variale Definitions and Notation variale de nition steady state G t T t B t H t W t P t Y t government spending over GDP tax revenues over GDP det over GDP seignorage over GDP aggregate wealt price index real GDP R t = + r t gross real interest rate R = + r t = + i t gross nominal interest rate = + i t = Wt W t = +! t = + t = Pt P t = + Q t = + t = Yt Y t Q = + G t = G t =W t G T t = T t =W t T B t = B t =W t B H t = H t =W y H w t = ln W t = ln G t = ln T t = ln B t = ln H t g t t t t d t = g g t + t = Q = Q g = G G = T T G T H = B m = ( ) B + ( ) H m l = samle mean of l t = summary of constants tat we can ignore

23 Inflation and Rising Det 2 C. Derivation of te Log-Linear Budget Constraint 5 Te udget constraint for te government, after aving adjusted wit GDP and prices, can e written as Dividing troug wit W t, we get G t T t = B t t t Q t B t + H t t Q t H t : G t W t T t = B t t B t + H t H t ; W t W t t Q t t W t W t t Q t t t i.e. G t Tt = B t t t Q t t Bt + H t t Q t t Ht : In tis last expression, all variales are y assumption stationary. Tus we can log-linearise te expression. To do tis, we rewrite it as We ten use te approximations and te steady state relationsip t Gt t Tt = t Bt t t Q t Bt + t Ht t Q t Ht ; exp(z) z + ; r t i t + t G T = ( ) B + ( ) H m or G T B + H = B + H ; to otain Sustituting forward we get T TX t = t+t + t = m t B d t + s t r t + t + + t : j=0 j m B d t+j + s t+j r t+j + t+j + + t+j Let l t = t + t + d t 5 See Tale?? for te notation of te variales and parameters we use.

24 Inflation and Rising Det 22 so tat wit some manipulations and under Assumption 3, we get tat in te limit, i.e. as T!, + l t = [( ) + ( ) ] + X j j=0 r t+j X j d t+j j= X j t+j j=0 + t+j + + t+j More details aout te steps of te derivations can e found in Giannitsarou and Scott (2006). C.. Violation of Assumption 3. We next consider te case were Assumption 3 is violated. As aove, te udget constraint G t Tt = B t t t Q t t Bt + H t t Q t t Ht Assume te existence of a nominal interest rate t, wit an associated real interest rate rt ( + r ) > ( + )( +!). We can ten rewrite our udget constraint as for wic G t Tt = B t t t Q t t Bt + t t t Q t t Bt + H t t Q t t Ht Bon s (2006) suggestion is to de ne and ten use te udget constraint G t G t = G t t t t Q t t Bt T t = B t t t Q t t Bt + H t t Q t t Ht However for our purposes, tis would require constructing a syntetic government expenditure series wose interpretation would e more di cult. assumption tat Instead we use te following approac and make te t t = & H t = B t Given te sign of H and B and in order for r > r, we need & < 0. Under tis assumption we ave or G t Tt = B t t t Q t t Bt + & H t = B t t Q t t Bt + H t t Q t t Ht G t Tt = B t t t Q t t Bt + H t & t Q t t Ht (4)

25 Inflation and Rising Det 23 Tis last equation is exactly te same as (2), except tat te coe cient on H t is di erent. All te aove steps for deriving a log-linear present value constraint can now e replicated y sustituting and wit = = + r ( + ) ( +!) and & ( + ) ( +!) respectively.

26 Inflation and Rising Det 24 References [] Ball, Mankiw and Elmendorf, 998, "Te De cit Gamle", Journal of Money, Credit, and Banking 30, [2] Bergin and Se rin, "Interest Rates, Excange Rates and Present Value Models of te Current Account", Economic Journal 0, [3] Blancard, Couraqui, Hagemann, and Sartor, 990. "Te Sustainaility of Fiscal Policy: New Answers to Old Questions", OECD Economic Studies, 5. [4] Bon, 99. "Budget Balance Troug Revenue or Spending Adjustments? Some Historical Evidence for te United States", Journal of Monetary Economics 27, [5] Bon, "Te Sustainaility of Fiscal Policy in te United States", CESifo Working Paper 446. [6] Bon, "Are stationarity and cointegration restrictions really necessary for te intertemporal udget constraint?", Mimeograp. [7] Campell and Siller, 987. "Cointegration and Tests of Present Value Models", Journal of Political Economy 95, [8] Campell and Siller, 988. "Te Dividend-Price Ratio and Expectations of Future Dividends and Discount Factors", Review of Financial Studies, [9] Campell and Siller, 99. "Yield Spreads and Interest Rate Movements: A Bird s Eye View", Review of Economic Studies 58, [0] Cocrane, 992. "Explaining te Variance of Price-Dividend Ratios", Review of Financial Studies 5, [] Giannitsarou and Scott, "Pats to Fiscal Sustainaility", mimeograp. [2] Gourincas and Rey, "International Financial Adjustment", NBER working paper 55. [3] Hansen, Roerds and Sargent, 99. "Time-Series Implications of Present Value Budget Balance and Martingale Models of Consumption and Taxes", in Rational Expectations Econometrics, edited y Hansen and Sargent, Westview Press. [4] Lettau and Ludvigson, 200. "Consumption, Aggregate Wealt and Expected Stock Returns", Journal of Finance 56, [5] Leeper, 99. "Equiliria under active and passive monetary and scal policies", Journal of Monetary Economics 27, [6] Marcet and Scott, 2005a. "Det and De cit Fluctuations and te Structure of Bond Markets, Mimeograp.

27 Inflation and Rising Det 25 [7] Marcet and Scott, "Fiscal Insurance and OECD Det Management", Mimeograp. [8] McCallum, 984. "Are ond- nanced de cits in ationary? A Ricardian analysis", Journal of Political Economy 92, [9] Polito and Wickens, "Fiscal Policy Sustainaility", Mimeograp. [20] Roseveare, Leifritz, Fore and Wurzel, 998. "Ageing Populations, Pension Systems and Government Budgets", OECD Economics Department Working Paper 68. [2] Sargent and Wallace, 98. "Some Unpleasant Monetarist Aritmetic", Federal Reserve Bank of Minneapolis Quarterly Review. [22] Sims, 994. "A Simple Model for study of te determination of te price level and te interaction of monetary and scal policy", Economic Teory 4, [23] Stock and Watson, 993. "A Simple Estimator of Cointegrating Vectors in Higer Order Integrated Systems", Econometrica 6, [24] Trean and Wals, 988. "Common Trends, te Government Budget Constraint and Revenue Smooting", Journal of Economic Dynamics and Control 2, [25] Trean and Wals, 99. "Testing Intertemporal Budget Constraints: Teory and Application to US Federal Budget and Current Account De cits", Journal of Money, Banking and Credit 23, [26] Woodford, 995. "Price level determinacy witout control of a monetary aggregate", Carnegie Rocester Conference Series on Pulic Policy 43, -46. [27] Wickens and Uctum, 993. "Te Sustainaility of Current Account De cits: A Test of te US Intertemporal Budget Constraint", Journal of Economic Dynamics and Control 7,

28 Inflation and Rising Det 26 Country Mean Min Max Initial Final St. Dev Feed Coef P-Value Canada Germany Italy Japan UK US Tale : Det Variaility and Sustainaility. First 5 columns report te average, minimum, maximum, initial and nal period values of te market value of government det to GDP ratio. Te next column reports te standard deviation of te det/gdp ratio. Te penultimate column sows estimates of in a regression of a country s primary surplus on four lags of its own value and te lagged value of te det/gdp ratio wit te nal column reporting te p value (to two decimal places) of te feedack coe cient.

29 Inflation and Rising Det 27 Det/GDP Country Test Statistic statistic 5% CV verdict CAN ADF(8) C stationary ADF(8) C T trend stationary KPSS(4) unit root KPSS(4) T unit root GER ADF() stationary ADF() C T unit root KPSS(4) unit root KPSS(4) T unit root ITA ADF() stationary KPSS(4) unit root KPSS(4) T unit root JAP ADF() stationary ADF(3) C T unit root KPSS(4) unit root KPSS(4) T unit root UK ADF(2) C unit root KPSS(4) unit root KPSS(4) T unit root US ADF() C unit root ADF() C T unit root KPSS(4) stationary KPSS(4) T unit root C means constant included. T means trend included. Tale 2: Unit Root Tests, Gov Det/GDP. ADF denotes Augmented Dickey Fuller Test and KPSS te Kwiatowski, Pillips, Scmidt and Sin test. C denotes a constant also included in te test and T a trend. Numer in paranteses indicates numer of lags wit wic test was augmented. Te nal column sows te inference from evaluating null of test statistic at 95 per cent con dence intervals.

30 Inflation and Rising Det 28 Money Country test statistic 5% CV verdict CAN ADF() C unit root KPSS(4) unit root KPSS(4) T trend stationary GER ADF() C unit root ADF() C T unit root KPSS(4) unit root KPSS(4) T unit root ITA ADF(0) unit root ADF(4) C T trend stationary KPSS(4) unit root KPSS(4) T trend stationary JAP ADF() unit root KPSS(4) unit root KPSS(4) T unit root UK ADF(5) C unit root KPSS(4) unit root KPSS(4) T unit root US ADF() C unit root ADF(0) C T unit root KPSS(4) unit root KPSS(4) T unit root C means constant included. T means trend included. Tale 3: Unit Root Tests, H/GDP. Te tale reads as in tale 2.

31 Inflation and Rising Det 29 Expenditure/GDP Country test statistic 5% CV verdict CAN ADF(), C unit root KPSS(4) unit root KPSS(4) T unit root GER ADF(0) unit root KPSS(4) unit root KPSS(4) T unit root ITA ADF(2) C unit root ADF(2) C T unit root KPSS(4) unit root KPSS(4) T unit root JAP ADF(3) unit root ADF(3) C T unit root KPSS(4) unit root KPSS(4) trend stationary UK ADF(9) C unit root ADF(0) C T trend stationary KPSS(4) stationary KPSS(4) T unit root US ADF(7) C unit root ADF(6) C T trend stationary KPSS(4) stationary KPSS(4) T unit root C means constant included. T means trend included. Tale 4: Unit Root Tests, G/GDP. Te tale reads as in tale 2.

32 Inflation and Rising Det 30 Revenue/GDP Country test statistic 5% CV verdict CAN ADF(0) unit root KPSS(4) unit root KPSS(4) T unit root GER ADF() C unit root KPSS(4) unit root KPSS(4) T unit root ITA ADF(0) stationary KPSS(4) unit root KPSS(4) T unit root JAP ADF(0) stationary KPSS(4) unit root KPSS(4) unit root UK ADF() C stationary KPSS(4) stationary KPSS(4) T unit root US ADF() C stationary KPSS(4) stationary KPSS(4) T trend stationary C means constant included. T means trend included. Tale 5: Unit Root Tests, T/GDP. Te tale reads as in tale 2. Country Total Def. Prim. Def. Int. Paym. Nom. Gr. Div. Real Gr.Term In. Term % Det GDP US UK GER JAP ITA CAN Tale 6: Det Dynamics. Te rst column sows te average total de cit/gdp for eac country over te sample period. Te next colums sow average primary de cit/gdp and average interest payments/gdp. Te fourt column sows te average nominal growt dividend B t t =( + t )) and te next two columns decompose tis into a real growt term and an in ation term. Te nal column sows te average percentage cange in te Det/GDP ratio over te period.

33 Inflation and Rising Det 3 G t ; T t G t ; B t B t ; H t Lags Canada % 0% 5% 5% 0% % 0% 0% 5% 5% 5% 0% 0% Germany % 0% 0% 0% 5% % 0% 0% 5% 5% 5% 0% 0% 0% Italy 0% 5% 5% 5% % % % % % % % % % 5% Japan 5% 0% 0% % % % % % 5% 5% 5% 0% 0% UK 0% 0% 5% 5% 5% 5% 5% % % 5% % 5% 0% 5% 5% US 5% 5% 5% % % % 5% 5% 5% 5% % 5% % 5% 5% Tale 7: Cointegration tests. Te Tale sows te p-value of test for level of rejection of te null of no ypotesis etween variales listed in top row using Joansen (99). A indicates te lag augmentation selected y te AIC criteria. US Canada Germany Japan UK Italy g g H 0 : = Tale 8: Estimates of Equilirium Relationsip Det and De cits. Te rst row reports te sample average of H=B and te second row reports te sample average of nominal GDP growt. Te parameters and are estimated, as are g and (suject to te restriction tat g + = ). Te next four rows sow te implied estimated coe cients for de ning l t = t + t + g g t + t. Te last row sows p-values for te ypotesis tat = =( ).

34 Inflation and Rising Det 32 US Japan Germany UK Italy Canada g t g t Corr(l t ) Corr(l t ) ADF Tale 9: Alternative Estimates of Fiscal Imalances. Te rst row for eac country sows estimates of structural parameters and coe cients to form l t using sample averages and te second row sows estimates from DOLS. Te row laelled Corr(l t ) sows te correlation coe cient etween te two estimates of l t and te row laelled Corr(l t ) sows te correlation etween te rst di erences of te two estimates. Te nal row sows te p-value from an Augmented Dickey Fuller test for stationarity. US Canada Germany Japan UK Italy Max Min Std Dev Sum AR Unit Root % % % Tale 0: Dynamics of Fiscal Adjustment. Te rst row sows minimum value of l t over sample period, wile te second row sows te maximum value. Te tird row is te standard deviation of l t and te fourt row sows te sum of te AR coe cients wen l t is modelled as an AR(P) process were P is cosen optimally using AIC criteria. Te next row is te p-value from an ADF test tat l t is a unit root process. Te last tree rows sow te numer of periods it takes l t to adjust y 25%, 50% and 75% respectively to a sock to its value.

35 Inflation and Rising Det 33 F d F g F F F r F F Ort. Test US Canada Germany Japan UK Italy Tale : Variance Decomposition of Fiscal Adjustments. For eac country te rst row sows te asic variance decomposition and te second row sows te extended variance decomposition. US Canada Germany Japan UK Italy Tale 2: Predicting In ation. Te Tale sows p-values of signi cance of l t j (were j is listed in te rst column) in a forecasting equation for in ation, containing lagged values of in ation, interest rates and GDP growt.

36 Inflation and Rising Det 34 Figure : Det over GDP, for six industrialised countries, Figure 2: Total de cit over GDP, for six industrialised countries,

PRICE INDEX AGGREGATION: PLUTOCRATIC WEIGHTS, DEMOCRATIC WEIGHTS, AND VALUE JUDGMENTS

PRICE INDEX AGGREGATION: PLUTOCRATIC WEIGHTS, DEMOCRATIC WEIGHTS, AND VALUE JUDGMENTS Revised June 10, 2003 PRICE INDEX AGGREGATION: PLUTOCRATIC WEIGHTS, DEMOCRATIC WEIGHTS, AND VALUE JUDGMENTS Franklin M. Fiser Jane Berkowitz Carlton and Dennis William Carlton Professor of Economics Massacusetts

More information

Labor Market Flexibility and Growth.

Labor Market Flexibility and Growth. Labor Market Flexibility and Growt. Enisse Karroubi July 006. Abstract Tis paper studies weter exibility on te labor market contributes to output growt. Under te assumption tat rms and workers face imperfect

More information

Complex Survey Sample Design in IRS' Multi-objective Taxpayer Compliance Burden Studies

Complex Survey Sample Design in IRS' Multi-objective Taxpayer Compliance Burden Studies Complex Survey Sample Design in IRS' Multi-objective Taxpayer Compliance Burden Studies Jon Guyton Wei Liu Micael Sebastiani Internal Revenue Service, Office of Researc, Analysis & Statistics 1111 Constitution

More information

11.1 Average Rate of Change

11.1 Average Rate of Change 11.1 Average Rate of Cange Question 1: How do you calculate te average rate of cange from a table? Question : How do you calculate te average rate of cange from a function? In tis section, we ll examine

More information

Taxes and Entry Mode Decision in Multinationals: Export and FDI with and without Decentralization

Taxes and Entry Mode Decision in Multinationals: Export and FDI with and without Decentralization Taxes and Entry Mode Decision in Multinationals: Export and FDI wit and witout Decentralization Yosimasa Komoriya y Cuo University Søren Bo Nielsen z Copenagen Business Scool Pascalis Raimondos z Copenagen

More information

PROCUREMENT CONTRACTS: THEORY VS. PRACTICE. Leon Yang Chu* and David E. M. Sappington** Abstract

PROCUREMENT CONTRACTS: THEORY VS. PRACTICE. Leon Yang Chu* and David E. M. Sappington** Abstract PROCUREMENT CONTRACTS: THEORY VS. PRACTICE by Leon Yang Cu* and David E. M. Sappington** Abstract La ont and Tirole s (1986) classic model of procurement under asymmetric information predicts tat optimal

More information

Labor Market Flexibility and Growth.

Labor Market Flexibility and Growth. Labor Market Flexibility and Growt. Enisse Karroubi May 9, 006. Abstract Tis paper studies weter exibility on te labor market contributes to output growt. First I document two stylized facts concerning

More information

Understanding the International Elasticity Puzzle

Understanding the International Elasticity Puzzle Understanding te International Elasticity uzzle Hakan Yilmazkuday y November 28, 208 Abstract International trade studies ave iger macro elasticity measures compared to international nance studies, wic

More information

2.15 Province of Newfoundland and Labrador Pooled Pension Fund

2.15 Province of Newfoundland and Labrador Pooled Pension Fund Introduction Te Province of Newfoundland and Labrador sponsors defined benefit pension plans for its full-time employees and tose of its agencies, boards and commissions, and for members of its Legislature.

More information

2.11 School Board Executive Compensation Practices. Introduction

2.11 School Board Executive Compensation Practices. Introduction Introduction Figure 1 As part of Education Reform in 1996-97, 27 denominational scool boards were consolidated into 10 scool boards and a Frenc-language scool board. From 1 January 1997 to 31 August 2004

More information

Number of Municipalities. Funding (Millions) $ April 2003 to July 2003

Number of Municipalities. Funding (Millions) $ April 2003 to July 2003 Introduction Te Department of Municipal and Provincial Affairs is responsible for matters relating to local government, municipal financing, urban and rural planning, development and engineering, and coordination

More information

Delocation and Trade Agreements in Imperfectly Competitive Markets (Preliminary)

Delocation and Trade Agreements in Imperfectly Competitive Markets (Preliminary) Delocation and Trade Agreements in Imperfectly Competitive Markets (Preliminary) Kyle Bagwell Stanford and NBER Robert W. Staiger Stanford and NBER June 20, 2009 Abstract We consider te purpose and design

More information

Chapter 8. Introduction to Endogenous Policy Theory. In this chapter we begin our development of endogenous policy theory: the explicit

Chapter 8. Introduction to Endogenous Policy Theory. In this chapter we begin our development of endogenous policy theory: the explicit Capter 8 Introduction to Endogenous Policy Teory In tis capter we begin our development of endogenous policy teory: te explicit incorporation of a model of politics in a model of te economy, permitting

More information

ACC 471 Practice Problem Set # 4 Fall Suggested Solutions

ACC 471 Practice Problem Set # 4 Fall Suggested Solutions ACC 471 Practice Problem Set # 4 Fall 2002 Suggested Solutions 1. Text Problems: 17-3 a. From put-call parity, C P S 0 X 1 r T f 4 50 50 1 10 1 4 $5 18. b. Sell a straddle, i.e. sell a call and a put to

More information

Nominal Exchange Rates and Net Foreign Assets Dynamics: the Stabilization Role of Valuation Effects

Nominal Exchange Rates and Net Foreign Assets Dynamics: the Stabilization Role of Valuation Effects MPRA Munic Personal RePEc Arcive Nominal Excange Rates and Net Foreign Assets Dynamics: te Stabilization Role of Valuation Effects Sara Eugeni Duram University Business Scool April 2015 Online at ttps://mpra.ub.uni-muencen.de/63549/

More information

A Guide to Mutual Fund Investing

A Guide to Mutual Fund Investing AS OF DECEMBER 2016 A Guide to Mutual Fund Investing Many investors turn to mutual funds to meet teir long-term financial goals. Tey offer te benefits of diversification and professional management and

More information

Exercise 1: Robinson Crusoe who is marooned on an island in the South Pacific. He can grow bananas and coconuts. If he uses

Exercise 1: Robinson Crusoe who is marooned on an island in the South Pacific. He can grow bananas and coconuts. If he uses Jon Riley F Maimization wit a single constraint F5 Eercises Eercise : Roinson Crusoe wo is marooned on an isl in te Sout Pacific He can grow ananas coconuts If e uses z acres to produce ananas z acres

More information

ECON 200 EXERCISES (1,1) (d) Use your answer to show that (b) is not the equilibrium price vector if. that must be satisfied?

ECON 200 EXERCISES (1,1) (d) Use your answer to show that (b) is not the equilibrium price vector if. that must be satisfied? ECON 00 EXERCISES 4 EXCHNGE ECONOMY 4 Equilibrium in an ecange economy Tere are two consumers and wit te same utility function U ( ) ln H {, } Te aggregate endowment is tat prices sum to Tat is ( p, p)

More information

TRADE FACILITATION AND THE EXTENSIVE MARGIN OF EXPORTS

TRADE FACILITATION AND THE EXTENSIVE MARGIN OF EXPORTS bs_bs_banner Vol. 65, No. 2, June 2014 Te Journal of te Japanese Economic Association TRADE FACILITATION AND THE EXTENSIVE MARGIN OF EXPORTS By ROBERT C. FEENSTRA and HONG MA doi: 10.1111/jere.12031 University

More information

EXAMINATIONS OF THE HONG KONG STATISTICAL SOCIETY

EXAMINATIONS OF THE HONG KONG STATISTICAL SOCIETY EXAMINATIONS OF THE HONG KONG STATISTICAL SOCIETY HIGHER CERTIFICATE IN STATISTICS, 2012 MODULE 8 : Survey sampling and estimation Time allowed: One and a alf ours Candidates sould answer THREE questions.

More information

European Accounting Review, 17 (3):

European Accounting Review, 17 (3): Provided by te autor(s) and University College Dublin Library in accordance wit publiser policies. Please cite te publised version wen available. Title A Comparison of Error Rates for EVA, Residual Income,

More information

Relaxing Standard Hedging Assumptions in the Presence of Downside Risk

Relaxing Standard Hedging Assumptions in the Presence of Downside Risk Relaxing Standard Hedging Assumptions in te Presence of Downside Risk Fabio Mattos Pilip Garcia Carl Nelson * Paper presented at te NCR-134 Conference on Applied Commodity Price Analysis, Forecasting,

More information

Unemployment insurance and informality in developing countries

Unemployment insurance and informality in developing countries 11-257 Researc Group: Public economics November 2011 Unemployment insurance and informality in developing countries DAVID BARDEY AND FERNANDO JARAMILLO Unemployment insurance/severance payments and informality

More information

FDI and International Portfolio Investment - Complements or Substitutes? Preliminary Please do not quote

FDI and International Portfolio Investment - Complements or Substitutes? Preliminary Please do not quote FDI and International Portfolio Investment - Complements or Substitutes? Barbara Pfe er University of Siegen, Department of Economics Hölderlinstr. 3, 57068 Siegen, Germany Pone: +49 (0) 27 740 4044 pfe

More information

Introduction. Valuation of Assets. Capital Budgeting in Global Markets

Introduction. Valuation of Assets. Capital Budgeting in Global Markets Capital Budgeting in Global Markets Spring 2008 Introduction Capital markets and investment opportunities ave become increasingly global over te past 25 years. As firms (and individuals) are increasingly

More information

DATABASE-ASSISTED spectrum sharing is a promising

DATABASE-ASSISTED spectrum sharing is a promising 1 Optimal Pricing and Admission Control for Heterogeneous Secondary Users Cangkun Jiang, Student Member, IEEE, Lingjie Duan, Member, IEEE, and Jianwei Huang, Fellow, IEEE Abstract Tis paper studies ow

More information

Monopolistic Competition and Di erent Wage Setting Systems.

Monopolistic Competition and Di erent Wage Setting Systems. Monopolistic Competition and Di erent Wage Setting Systems. José Ramón García Universitat de València Valeri Sorolla y Universitat Autònoma de Barcelona July 20, 200 Abstract In tis paper we matc te static

More information

Efficient Replication of Factor Returns

Efficient Replication of Factor Returns www.mscibarra.com Efficient Replication of Factor Returns To appear in te Journal of Portfolio Management June 009 Dimitris Melas Ragu Suryanarayanan Stefano Cavaglia 009 MSCI Barra. All rigts reserved.

More information

Problem Set #5 Solutions Public Economics

Problem Set #5 Solutions Public Economics Prolem Set #5 Solutions 4.4 Pulic Economics DUE: Dec 3, 200 Tax Distortions This question estalishes some asic mathematical ways for thinking aout taxation and its relationship to the marginal rate of

More information

Stochastic Dominance of Portfolio Insurance Strategies

Stochastic Dominance of Portfolio Insurance Strategies Annals of Operations Researc manuscript No. (will be inserted by te editor) Stocastic Dominance of Portfolio Insurance Strategies OBPI versus CPPI Rudi Zagst, Julia Kraus 2 HVB-Institute for Matematical

More information

VARIANCE-BASED SAMPLING FOR CYCLE TIME - THROUGHPUT CONFIDENCE INTERVALS. Rachel T. Johnson Sonia E. Leach John W. Fowler Gerald T.

VARIANCE-BASED SAMPLING FOR CYCLE TIME - THROUGHPUT CONFIDENCE INTERVALS. Rachel T. Johnson Sonia E. Leach John W. Fowler Gerald T. Proceedings of te 004 Winter Simulation Conference R.G. Ingalls, M. D. Rossetti, J.S. Smit, and B.A. Peters, eds. VARIANCE-BASED SAMPLING FOR CYCLE TIME - THROUGHPUT CONFIDENCE INTERVALS Racel T. Jonson

More information

Can more education be bad? Some simple analytics on financing better education for development

Can more education be bad? Some simple analytics on financing better education for development 55 an more education be bad? ome simple analytics on financing better education for development Rossana atrón University of Uruguay rossana@decon.edu.uy Investigaciones de Economía de la Educación 5 1091

More information

Making Informed Rollover Decisions

Making Informed Rollover Decisions Making Informed Rollover Decisions WHAT TO DO WITH YOUR EMPLOYER-SPONSORED RETIREMENT PLAN ASSETS UNDERSTANDING ROLLOVERS Deciding wat to do wit qualified retirement plan assets could be one of te most

More information

Changing Demographic Trends and Housing Market in Pakistan

Changing Demographic Trends and Housing Market in Pakistan Forman Journal of Economic Studies Vol. 6, 2010 (January December) pp. 49-64 Canging Demograpic Trends and Housing Market in Pakistan Parvez Azim and Rizwan Amad 1 Abstract Tis paper analyzes te impact

More information

Buildings and Properties

Buildings and Properties Introduction Figure 1 Te Department of Transportation and Works (formerly te Department of Works, Services and Transportation) is responsible for managing and maintaining approximately 650,000 square metres

More information

The Long (and Short) on Taxation and Expenditure Policies

The Long (and Short) on Taxation and Expenditure Policies Zsolt Becsi Economist Te Long (and Sort) on Taxation and Expenditure Policies O ne of te central issues in te 1992 presidential campaign was ow best to promote economic growt Because muc of te growt debate

More information

Capital Budgeting in Global Markets

Capital Budgeting in Global Markets Capital Budgeting in Global Markets Spring 2013 Introduction Capital budgeting is te process of determining wic investments are wort pursuing. Firms (and individuals) can diversify teir operations (investments)

More information

Bank liquidity, interbank markets and monetary policy

Bank liquidity, interbank markets and monetary policy Bank liquidity, interbank markets and monetary policy Xavier Freixas Antoine Martin David Skeie January 2, 2009 PRELIMINARY DRAFT Abstract Interbank markets play a vital role or te lending o liquidity

More information

A NOTE ON VARIANCE DECOMPOSITION WITH LOCAL PROJECTIONS

A NOTE ON VARIANCE DECOMPOSITION WITH LOCAL PROJECTIONS A NOTE ON VARIANCE DECOMPOSITION WITH LOCAL PROJECTIONS Yuriy Gorodnicenko University of California Berkeley Byoungcan Lee University of California Berkeley and NBER October 7, 17 Abstract: We propose

More information

What is International Strategic Financial Planning (ISFP)?

What is International Strategic Financial Planning (ISFP)? Wat is International Strategic Financial Planning ()? Spring 2013 Wy do we need? Wat do we do in Finance? We evaluate and manage te timing and predictability of cas in- and outflows related to a corporation's

More information

POVERTY REDUCTION STRATEGIES IN A BUDGET- CONSTRAINED ECONOMY: THE CASE OF GHANA

POVERTY REDUCTION STRATEGIES IN A BUDGET- CONSTRAINED ECONOMY: THE CASE OF GHANA POVERTY REDUCTION STRATEGIES IN A BUDGET- CONSTRAINED ECONOMY: THE CASE OF GHANA Maurizio Bussolo Economic Prospects Group, Te World Bank and Jeffery I Round Department of Economics, University of Warwick

More information

2017 Year-End Retirement Action Plan

2017 Year-End Retirement Action Plan 2017 Year-End Retirement Action Plan Te end of te year is a good time to assess your overall financial picture, especially your retirement strategy. As te year comes to a close, use tis action plan to

More information

Conditional Investment-Cash Flow Sensitivities and Financing Constraints

Conditional Investment-Cash Flow Sensitivities and Financing Constraints Conditional Investment-Cash Flow Sensitivities and Financing Constraints Stephen R. Bond Institute for Fiscal Studies and Nu eld College, Oxford Måns Söderbom Centre for the Study of African Economies,

More information

2.21 The Medical Care Plan Beneficiary Registration System. Introduction

2.21 The Medical Care Plan Beneficiary Registration System. Introduction 2.21 Te Medical Care Plan Beneficiary Registration System Introduction Te Newfoundland Medical Care Plan (MCP) was introduced in Newfoundland and Labrador on 1 April 1969. It is a plan of medical care

More information

The Effect of Alternative World Fertility Scenarios on the World Interest Rate, Net International Capital Flows and Living Standards

The Effect of Alternative World Fertility Scenarios on the World Interest Rate, Net International Capital Flows and Living Standards 6/09/2002 Te Effect of Alternative World Fertility Scenarios on te World Interest Rate, Net International Capital Flows and Living Standards Ross S. Guest Griffit University Australia Ian M. McDonald Te

More information

Hedging Segregated Fund Guarantees

Hedging Segregated Fund Guarantees Hedging Segregated Fund Guarantees Heat A. Windcliff Dept. of Computer Science University of Waterloo, Waterloo ON, Canada N2L 3G1. awindcliff@elora.mat.uwaterloo.ca Peter A. Forsyt Dept. of Computer Science

More information

How Effective Is the Minimum Wage at Supporting the Poor? a

How Effective Is the Minimum Wage at Supporting the Poor? a How Effective Is te Minimum Wage at Supporting te Poor? a Tomas MaCurdy b Stanford University Revised: February 2014 Abstract Te efficacy of minimum wage policies as an antipoverty initiative depends on

More information

Introduction to Algorithms / Algorithms I Lecturer: Michael Dinitz Topic: Splay Trees Date: 9/27/16

Introduction to Algorithms / Algorithms I Lecturer: Michael Dinitz Topic: Splay Trees Date: 9/27/16 600.463 Introduction to lgoritms / lgoritms I Lecturer: Micael initz Topic: Splay Trees ate: 9/27/16 8.1 Introduction Today we re going to talk even more about binary searc trees. -trees, red-black trees,

More information

Asset Pricing with Heterogeneous Agents and Long-Run Risk

Asset Pricing with Heterogeneous Agents and Long-Run Risk Asset Pricing wit Heterogeneous Agents and Long-Run Risk Walter Pol Dept. of Finance NHH Bergen Karl Scmedders Dept. of Business Adm. University of Zuric Ole Wilms Dept. of Finance Tilburg University September

More information

Journal of Financial Economics

Journal of Financial Economics Journal of Financial Economics 100 (011) 616 68 Contents lists availale at ScienceDirect Journal of Financial Economics journal omepage: www.elsevier.com/locate/jfec A teory of equity carve-outs and negative

More information

What are Swaps? Spring Stephen Sapp ISFP. Stephen Sapp

What are Swaps? Spring Stephen Sapp ISFP. Stephen Sapp Wat are Swaps? Spring 2013 Basic Idea of Swaps I ave signed up for te Wine of te Mont Club and you ave signed up for te Beer of te Mont Club. As winter approaces, I would like to ave beer but you would

More information

Managing and Identifying Risk

Managing and Identifying Risk Managing and Identifying Risk Fall 2011 All of life is te management of risk, not its elimination Risk is te volatility of unexpected outcomes. In te context of financial risk te volatility is in: 1. te

More information

Managing and Identifying Risk

Managing and Identifying Risk Managing and Identifying Risk Spring 2008 All of life is te management of risk, not its elimination Risk is te volatility of unexpected outcomes. In te context of financial risk it can relate to volatility

More information

South Korea s Trade Intensity With ASEAN Countries and Its Changes Over Time*

South Korea s Trade Intensity With ASEAN Countries and Its Changes Over Time* International Review of Business Researc Papers Vol. 8. No.4. May 2012. Pp. 63 79 Sout Korea s Trade Intensity Wit ASEAN Countries and Its Canges Over Time* Seung Jin Kim** Tis paper analyzes ow Korea

More information

Geographic Cross-Sectional Fiscal Spending Multipliers: What Have We Learned?

Geographic Cross-Sectional Fiscal Spending Multipliers: What Have We Learned? Geograpic Cross-Sectional Fiscal Spending Multipliers: Wat Have We Learned? Gabriel Codorow-Reic Harvard University and NBER December 2017 Abstract A geograpic cross-sectional fiscal spending multiplier

More information

2.17 Tax Expenditures. Introduction. Scope and Objectives

2.17 Tax Expenditures. Introduction. Scope and Objectives Introduction Programs offered by te Province are normally outlined in te Estimates and approved by te Members of te House of Assembly as part of te annual budgetary approval process. However, te Province

More information

Calculus I Homework: Four Ways to Represent a Function Page 1. where h 0 and f(x) = x x 2.

Calculus I Homework: Four Ways to Represent a Function Page 1. where h 0 and f(x) = x x 2. Calculus I Homework: Four Ways to Represent a Function Page 1 Questions Example Find f(2 + ), f(x + ), and f(x + ) f(x) were 0 and f(x) = x x 2. Example Find te domain and sketc te grap of te function

More information

Heterogeneous Government Spending Multipliers in the Era Surrounding the Great Recession

Heterogeneous Government Spending Multipliers in the Era Surrounding the Great Recession 6479 2017 May 2017 Heterogeneous Government Spending Multipliers in te Era Surrounding te Great Recession Marco Bernardini, Selien De Scryder, Gert Peersman Impressum: CESifo Working Papers ISSN 2364 1428

More information

Growth transmission. Econ 307. Assume. How much borrowing should be done? Implications for growth A B A B

Growth transmission. Econ 307. Assume. How much borrowing should be done? Implications for growth A B A B Growt transmission Econ 307 Lecture 5 GDP levels differ dramatically across countries Wy does tis not open up uge gains from trade? According to te most simple model, very low GDP countries sould ave very

More information

Lifetime Aggregate Labor Supply with Endogenous Workweek Length*

Lifetime Aggregate Labor Supply with Endogenous Workweek Length* Federal Reserve Bank of Minneapolis Researc Department Staff Report 400 November 007 Lifetime Aggregate Labor Supply wit Endogenous Workweek Lengt* Edward C. Prescott Federal Reserve Bank of Minneapolis

More information

Working Less and Bargain Hunting More: Macro Implications of Sales during Japan s Lost Decade

Working Less and Bargain Hunting More: Macro Implications of Sales during Japan s Lost Decade Working Less and Bargain Hunting More: Macro Implications of Sales during Japan s Lost Decade Nao Sudo, Kozo Ueda y, Kota Watanabe z, and Tsutomu Watanabe x November 4, 2 Abstract We examine macroeconomic

More information

Supplemantary material to: Leverage causes fat tails and clustered volatility

Supplemantary material to: Leverage causes fat tails and clustered volatility Supplemantary material to: Leverage causes fat tails and clustered volatility Stefan Turner a,b J. Doyne Farmer b,c Jon Geanakoplos d,b a Complex Systems Researc Group, Medical University of Vienna, Wäringer

More information

1. Players the agents ( rms, people, countries, etc.) who actively make decisions

1. Players the agents ( rms, people, countries, etc.) who actively make decisions These notes essentially correspond to chapter 13 of the text. 1 Oligopoly The key feature of the oligopoly (and to some extent, the monopolistically competitive market) market structure is that one rm

More information

MICROSTRUCTURE NOISE, REALIZED VARIANCE, AND OPTIMAL SAMPLING

MICROSTRUCTURE NOISE, REALIZED VARIANCE, AND OPTIMAL SAMPLING ICROSTRUCTURE NOISE, REALIZED VARIANCE, AND OPTIAL SAPLING By Federico. Bandi y and Jeffrey R. Russell z First draft: November 23 Tis draft: July 27 Abstract A recent and extensive literature as pioneered

More information

Applying Alternative Variance Estimation Methods for Totals Under Raking in SOI s Corporate Sample

Applying Alternative Variance Estimation Methods for Totals Under Raking in SOI s Corporate Sample Applying Alternative Variance Estimation Metods for Totals Under Raking in SOI s Corporate Sample Kimberly Henry 1, Valerie Testa 1, and Ricard Valliant 2 1 Statistics of Income, P.O. Box 2608, Wasngton

More information

THE ROLE OF GOVERNMENT IN THE CREDIT MARKET. Benjamin Eden. Working Paper No. 09-W07. September 2009

THE ROLE OF GOVERNMENT IN THE CREDIT MARKET. Benjamin Eden. Working Paper No. 09-W07. September 2009 THE ROLE OF GOVERNMENT IN THE CREDIT MARKET by Benjamin Eden Working Paper No. 09-W07 September 2009 DEPARTMENT OF ECONOMICS VANDERBILT UNIVERSITY NASHVILLE, TN 37235 www.vanderbilt.edu/econ THE ROLE OF

More information

Earnings Update Guaranty Trust Bank PLC: Q Results

Earnings Update Guaranty Trust Bank PLC: Q Results Earnings Update Forging aead in te face of eadwinds Guaranty Trust Bank Plc ( Guaranty ) posted an above-consensus earnings performance in its 9M results released Wednesday sowing strong growt in Gross

More information

Estimating Human Capital s Contribution to Economic Growth

Estimating Human Capital s Contribution to Economic Growth Master tesis for te Master of Pilosopy in Economics degree Estimating Human Capital s Contribution to Economic Growt - a comparative analysis Geir Joansen January 2008 Department of Economics University

More information

Financial Constraints and Product Market Competition: Ex-ante vs. Ex-post Incentives

Financial Constraints and Product Market Competition: Ex-ante vs. Ex-post Incentives University of Rocester From te SelectedWorks of Micael Rait 2004 Financial Constraints and Product Market Competition: Ex-ante vs. Ex-post Incentives Micael Rait, University of Rocester Paul Povel, University

More information

Demographics Trends and Stock Market Returns

Demographics Trends and Stock Market Returns Demographics Trends and Stock Market Returns Carlo Favero July 2012 Favero, Xiamen University () Demographics & Stock Market July 2012 1 / 37 Outline Return Predictability and the dynamic dividend growth

More information

Statistical Evidence and Inference

Statistical Evidence and Inference Statistical Evidence and Inference Basic Methods of Analysis Understanding the methods used by economists requires some basic terminology regarding the distribution of random variables. The mean of a distribution

More information

What are Swaps? Basic Idea of Swaps. What are Swaps? Advanced Corporate Finance

What are Swaps? Basic Idea of Swaps. What are Swaps? Advanced Corporate Finance Wat are Swaps? Spring 2008 Basic Idea of Swaps A swap is a mutually beneficial excange of cas flows associated wit a financial asset or liability. Firm A gives Firm B te obligation or rigts to someting

More information

EconS Advanced Microeconomics II Handout on Moral Hazard

EconS Advanced Microeconomics II Handout on Moral Hazard EconS 503 - dvanced Microeconomics II Handout on Moral Hazard. Maco-Stadler, C. 3 #6 Consider a relationsi between a rincial and an agent in wic only two results, valued at 50,000 and 25,000 are ossible.

More information

A Simple Model of Bankruptcy in General Equilibrium

A Simple Model of Bankruptcy in General Equilibrium A Simple Model of Bankruptcy in General Equilibrium Mattew Hoelle University of ennsylvania Department of Economics 160 McNeil Building, 3718 Locust Walk, iladelpia, A 19104 May 23, 2009 Abstract In tis

More information

Global Financial Markets

Global Financial Markets Global Financial Markets Spring 2013 Wat is a Market? A market is any system, institution, procedure and/or infrastructure tat brings togeter groups of people to trade goods, services and/or information.

More information

Practice Exam 1. Use the limit laws from class compute the following limit. Show all your work and cite all rules used explicitly. xf(x) + 5x.

Practice Exam 1. Use the limit laws from class compute the following limit. Show all your work and cite all rules used explicitly. xf(x) + 5x. Practice Exam 1 Tese problems are meant to approximate wat Exam 1 will be like. You can expect tat problems on te exam will be of similar difficulty. Te actual exam will ave problems from sections 11.1

More information

The Leveraging of Silicon Valley

The Leveraging of Silicon Valley Te Leveraging of Silicon Valley Jesse Davis, Adair Morse, Xinxin Wang Marc 2018 Abstract Venture debt is now observed in 28-40% of venture financings. We model and document ow tis early-stage leveraging

More information

STOCK RETURNS AND INFLATION: THE IMPACT OF INFLATION TARGETING

STOCK RETURNS AND INFLATION: THE IMPACT OF INFLATION TARGETING STOCK RETURNS AND INFLATION: THE IMPACT OF INFLATION TARGETING Alexandros Kontonikas a, Alberto Montagnoli b and Nicola Spagnolo c a Department of Economics, University of Glasgow, Glasgow, UK b Department

More information

Health or Wealth: Decision Making in Health Insurance

Health or Wealth: Decision Making in Health Insurance Scool of Economics Master of Pilosopy Healt or Wealt: Decision Making in Healt Insurance Hamis William Gamble supervised by Dr. Virginie Masson Professor. Ralp Bayer December 15, 2015 Submitted to te University

More information

The Impact of the World Economic Downturn on Syrian Economy, Inequality and Poverty November 3, 2009

The Impact of the World Economic Downturn on Syrian Economy, Inequality and Poverty November 3, 2009 Te Impact of te World Economic Downturn on Syrian Economy, Inequality and Poverty November 3, 2009 Tis report was funded troug a contribution from te Government of Norway. It is part of a series of crisis

More information

Discussion Papers in Economics

Discussion Papers in Economics Discussion Papers in Economics No No 00/1 000/ Dynamics Correcting of Maret Output Failure Growt, Due Consumption to Interdependent and Pysical Preferences: Capital in Two-Sector Wen Is Piecemeal Models

More information

INTERNATIONAL REAL ESTATE REVIEW 1999 Vol. 2 No 1: pp

INTERNATIONAL REAL ESTATE REVIEW 1999 Vol. 2 No 1: pp 0 Lin and Lin NTERNATONAL REAL ESTATE REVEW 999 Vol. No : pp. 0-5 An Estimation of Elasticities of onsumption Demand and nvestment Demand for Owner- Occupied Housing in Taiwan : A Two-Period Model u-ia

More information

Figure 11. difference in the y-values difference in the x-values

Figure 11. difference in the y-values difference in the x-values 1. Numerical differentiation Tis Section deals wit ways of numerically approximating derivatives of functions. One reason for dealing wit tis now is tat we will use it briefly in te next Section. But as

More information

Liquidity Shocks and Optimal Monetary and Exchange Rate Policies in a Small Open Economy?

Liquidity Shocks and Optimal Monetary and Exchange Rate Policies in a Small Open Economy? TBA manuscript No. (will be inserted by te editor) Liquidity Socks and Optimal Monetary and Excange Rate Policies in a Small Open Economy? Joydeep Battacarya, Rajes Sing 2 Iowa State University; e-mail:

More information

Price Level Volatility: A Simple Model of Money Taxes and Sunspots*

Price Level Volatility: A Simple Model of Money Taxes and Sunspots* journal of economic teory 81, 401430 (1998) article no. ET972362 Price Level Volatility: A Simple Model of Money Taxes and Sunspots* Joydeep Battacarya Department of Economics, Fronczak Hall, SUNY-Buffalo,

More information

Banking Concentration and Fragility in the United States

Banking Concentration and Fragility in the United States Banking Concentration and Fragility in the United States Kanitta C. Kulprathipanja University of Alabama Robert R. Reed University of Alabama June 2017 Abstract Since the recent nancial crisis, there has

More information

Using Financial Assets to Hedge Labor Income Risks: Estimating the Benefits

Using Financial Assets to Hedge Labor Income Risks: Estimating the Benefits Using Financial Assets to Hedge Labor Income Risks: Estimating te Benefits Steven J. Davis Graduate Scool of Business University of Cicago and NBER Paul Willen Department of Economics Princeton University

More information

Risk, Incentives, and Contracting Relationships

Risk, Incentives, and Contracting Relationships Risk, Incentives, and Contracting Relationsips Xiao Yu Wang* October 8, 203 Abstract Te aim of tis paper is to understand te impact of optimal provision of bot risk and incentives on te coice of contracting

More information

INTRODUCING HETEROGENEITY IN THE ROTHSCHILD-STIGLITZ MODEL

INTRODUCING HETEROGENEITY IN THE ROTHSCHILD-STIGLITZ MODEL Te Journal of Risk and nsurance, 2000, Vol. 67, No. 4, 579-592 NTRODUCNG HETEROGENETY N THE ROTHSCHLD-STGLTZ ODEL Acim Wambac ABSTRACT n teir seminal work, Rotscild and Stiglitz (1976) ave sown tat in

More information

Research. Michigan. Center. Retirement

Research. Michigan. Center. Retirement Micigan University of Retirement Researc Center Working Paper WP 2008-179 Ho Does Modeling of Retirement Decisions at te Family Level Affect Estimates of te Impact of Social Security Policies on Retirement?

More information

The Redistributive Effects of Quantitative Easing

The Redistributive Effects of Quantitative Easing Te Redistributive Effects of Quantitative Easing Developing an illustrative model of te key mecanisms of Quantitative Easing By Mark van der Plaat * Abstract: Since te Financial crisis of 2007-8, multiple

More information

Bayesian range-based estimation of stochastic volatility models

Bayesian range-based estimation of stochastic volatility models Finance Researc Letters (005 0 09 www.elsevier.com/locate/frl Bayesian range-based estimation of stocastic volatility models Micael W. Brandt a,b,, Cristoper S. Jones c a Fuqua Scool of Business, Duke

More information

Raising Capital in Global Financial Markets

Raising Capital in Global Financial Markets Raising Capital in Global Financial Markets Fall 2011 Introduction Capital markets facilitate te issuance and subsequent trade of financial securities. Te financial securities are generally stock and bonds

More information

Measuring Natural Risks in the Philippines

Measuring Natural Risks in the Philippines Public Disclosure Autorized Policy Researc Working Paper 8723 Public Disclosure Autorized Public Disclosure Autorized Measuring Natural Risks in te Pilippines Socioeconomic Resilience and Wellbeing Losses

More information

SUSTAINABLE ENERGY TECHNOLOGIES AND LOCAL AUTHORITIES: ENERGY SERVICE COMPANY, ENERGY PERFORMANCE CONTRACT, FORFEITING

SUSTAINABLE ENERGY TECHNOLOGIES AND LOCAL AUTHORITIES: ENERGY SERVICE COMPANY, ENERGY PERFORMANCE CONTRACT, FORFEITING SUSTAINABLE ENERGY TECHNOLOGIES AND LOCAL AUTHORITIES: ENERGY SERVICE COMPANY, ENERGY PERFORMANCE CONTRACT, FORFEITING VORONCA M.-M.*, VORONCA S.-L.** *Romanian Energy Efficiency Fund, Joann Strauss no.

More information

Center for Economic Research. No INVESTMENT UNDER UNCERTAINTY AND POLICY CHANGE. By Grzegorz Pawlina and Peter M. Kort.

Center for Economic Research. No INVESTMENT UNDER UNCERTAINTY AND POLICY CHANGE. By Grzegorz Pawlina and Peter M. Kort. Center for Economic Researc No. 2001-05 INVESTMENT UNDER UNCERTAINTY AND POLICY CHANGE By Grzegorz Pawlina and Peter M. Kort January 2001 ISSN 0924-7815 Investment under Uncertainty and Policy Cange Grzegorz

More information

Market shares and multinationals investment: a microeconomic foundation for FDI gravity equations

Market shares and multinationals investment: a microeconomic foundation for FDI gravity equations Market sares and multinationals investment: a microeconomic foundation for FDI gravity equations Gaetano Alfredo Minerva November 22, 2006 Abstract In tis paper I explore te implications of te teoretical

More information

Raising Capital in Global Financial Markets

Raising Capital in Global Financial Markets Raising Capital in Global Financial Markets Fall 2010 Introduction Capital markets facilitate te issuance and subsequent trade of financial securities. Te financial securities are generally stock and bonds

More information

Working Paper April 2009 No. 141

Working Paper April 2009 No. 141 Working Paper April 2009 No. 141 Vulnerability and poverty in Banglades Md. Safiul Azam Katsusi S. Imai Wat is Cronic Poverty? Te distinguising feature of cronic poverty is extended duration in absolute

More information

Who gets the urban surplus?

Who gets the urban surplus? 8/11/17 Wo gets te urban surplus? Paul Collier Antony J. Venables, University of Oxford and International Growt Centre Abstract Hig productivity in cities creates an economic surplus relative to oter areas.

More information