A further generalization of the Solow growth model: the role of the public sector

Size: px
Start display at page:

Download "A further generalization of the Solow growth model: the role of the public sector"

Transcription

1 Econocs Letters 68 (2000) locate/ econbase A further generalzaton of the Solow growth odel: the role of the publc sector Oscar Bajo-Rubo* Departaento de Econoıa, Unversdad Publca de Navarra, Paplona, Span Receved 7 Aprl 1999; accepted 4 January 2000 Abstract We develop n ths paper an augented verson of the Solow (1956) [Solow R., A contrbuton to the theory of econoc growth. Quarterly Journal of Econocs 70, 65 94] growth odel, ncludng the role of governent. The odel leads to a non-onotonc relatonshp between the rate of growth of per capta output and governent sze, generalzng prevous results by Barro (1990) [Barro R., Governent spendng n a sple odel of endogenous growth. Journal of Poltcal Econoy 98, S103 S125] to the case n whch returns to scale to prvate factors are not constant Elsever Scence S.A. All rghts reserved. Keywords: Econoc growth; Neoclasscal and augented growth odels; Publc captal; Transfers; Fscal polcy JEL classfcaton: E62; O40 1. Introducton It has becoe wdely accepted that the Solow (1956) growth odel, augented by the ncluson of other productve factors n addton to prvate captal and labor, s able to explan roughly well cross-country dfferences n growth rates of per capta ncoe [see, e.g., Barro and Sala--Martn (1995), Mankw et al. (1992), or Nonnean and Vanhoudt (1996)]. A certan aount of ths eprcal research s addressed to analyze the effects of fscal polcy on growth [whch s surveyed, e.g., n Slerod (1995) or Tanz and Zee (1997)]. The standard result of ths lterature s that of Barro (1991), who fnds a negatve and sgnfcant effect of the level of publc consupton as a percentage of GDP (whch would proxy governent sze), on the growth rate of a cross secton of countres. Ths s justfed on the grounds that a greater governent nterventon would dstort the ncentves systes, so that a hgher governent sze would be assocated wth a *Tel.: ; fax: E-al address: obajo@unavarra.es (O. Bajo-Rubo) / 00/ $ see front atter 2000 Elsever Scence S.A. All rghts reserved. PII: S (00)

2 80 O. Bajo-Rubo / Econocs Letters 68 (2000) lower productvty, and hence a lower growth. However, ths effect dd not appear robust to changes n the condtonng varables n the nfluental study of Levne and Renelt (1992). In addton, and ore portant, t does not see very clear the use of governent consupton as a proxy of the whole publc expendture, snce there would be other coponents ore drectly lnked to growth. On the other hand, ost of the eprcal lterature on fscal polcy and growth s not based on an explct theoretcal fraework, addng only a proxy of the sze of the publc sector (usually, governent consupton), n an ad hoc fashon, to a standard convergence equaton. In fact, fscal polcy nstruents have been eboded n theoretcal odels of growth only fro the pont of vew of endogenous growth. So, Barro (1990) consders publc servces as a productve (flow) nput, and, by takng nto account how the governent fnances those servces, obtans a non-lnear relatonshp between governent sze and growth. Subsequently, Cashn (1995) odfes Barro s odel to nclude nto the producton functon the governent s captal stock (rather than a flow nput), as well as the role of transfer payents. The a of ths paper s to develop an augented verson of the Solow growth odel, ncludng the role of governent. The odel wll lead to a growth equaton n ters of the shares of prvate factors and fscal polcy nstruents, wth a non-onotonc relatonshp between governent sze and growth. As a by-product of the analyss, we wll be able to derve an expresson for the optal governent sze. 2. A odel of fscal polcy and growth The producton functon of our odel wll nclude, together wth prvate nputs, those governent nputs that could a pror be thought to strctly affectng the level of output. One s a reproducble factor, enterng drectly nto the producton functon: publc physcal captal. The other s assued to nfluence ndrectly, va externaltes, the ncentves to accuulaton and growth; followng Cashn (1995), ths nput wll be called transfer payents. The ncluson of transfers ay be justfed snce they would allow to renforce property rghts (on rasng the opportunty cost of crnal actvtes), as well as retrng fro the labor force those people wth a lower level of huan captal (Sala--Martn, 1996, 1997). Hence, we postulate a producton functon such as: g TR u a b1 b 12a 2O b Y 5 K Z 1???Z (AL) 51 S]]DS]D (1) K K where Y denotes output; K s prvate physcal captal, Z (51,...,) are other prvate nputs (such as huan captal, as n Mankw et al. (1992), knowledge captal, as n Nonnean and Vanhoudt (1996), and the lke), L s labor, and A s a labor-augentng factor; fnally, and TR are the governent-provded nputs: publc physcal captal and transfer payents, respectvely. Notce that our forulaton allows for congeston of the publc servces, whch would be rval but non excludable goods: every producer benefts fro the provson of publc nputs but, for a gven level of the latter, the quantty avalable to each producer declnes as other producers rase ther levels of prvate nputs (Barro and Sala--Martn, 1992). In the producton functon above, t s assued that a. g 1u.

3 O. Bajo-Rubo / Econocs Letters 68 (2000) Wrtng the producton functon n per capta ters we have: g TR u a b1 b S]]DS]D...z y 5 Ak z 1 K K (2) where sall letters denote per capta varables, and sall letters wth a bar ndcate per capta varables n effcency unts (.e., for any varable X: x 5 X/L,x 5 X/AL). Notce that the per capta producton functon (2) exhbts decreasng returns to scale n both prvate captal and all prvate nputs, for a gven state of congeston n the use of publc captal and transfers. Ths dffers fro Barro (1990), where prvate captal was subject to constant returns to scale. Next, we turn to the accuulaton equatons. We assue that prvate reproducble factors accuulate accordng to the followng equatons: ~K 5 s (1 2 t)y 2 dk K (3) ~Z 5 s (1 2 t)y 2 dz ; 5 1,..., (4) Z where s and s are the shares of gross nvestent on prvate physcal captal and the other prvate K Z nputs, respectvely, n prvate output, t beng the sze of the publc sector (.e., the share of the publc budget n total output); d s the deprecaton rate (assued to be the sae for all nputs); and a dot over a varable denotes ts te dervatve. In a slar way, publc captal would accuulate accordng to: ~ 5 s ty 2 d (5) where s s now the share of gross publc nvestent n publc output, and the deprecaton rate s agan assued to be the sae for prvate nputs. Fro here, the rates of change n the stocks of the reproducble factors, n effcency ters, would be gven by: ~K g 5] k 2gA2 n K (6) ~Z ] g 5 2g 2 n ; 5 1,..., (7) z Z ~ g] kg 5]] 2gA 2 n A where gx denotes the rate of growth of varable X, and n s the rate of populaton growth (.e., n5g L); n partcular, ga s the rate of techncal progress. By equatng (6), (7), and (8) to zero, we can fnd the ] steady-state values of k, z, and kg; and, assung further that: where s ] strty* tr* 5]]] A TR s the share of transfers n publc output, and astersks denote steady-state values, we can (8) (9)

4 82 O. Bajo-Rubo / Econocs Letters 68 (2000) obtan the (log of the) steady-state per capta output by replacng those values n the steady-state counterpart of Eq. (2): a 1O b 2u a 2 g 2u ln y* 5 ln A 1 gt2]]]]] lnsd 1 g 1 nd1]]]] ln s 1 2 a 2O b 1 2 a 2Ob 0 A A K b1 b g 1]]]]] ln s 1???1]]]]] ln s 1]]]]] ln s Z1 Z a 1Ob 2 g 2u u g 1u 1]]]]] ln s 1]]]]] ln t 1]]]]]] lns1 2 t d (10) TR where A 0 s the ntal value of the technologcal paraeter A,.e., At 5 A 0 e, wth t denotng te. To derve a growth equaton, we ake an approxaton around the steady state (see Mankw et al., 1992 or Barro and Sala--Martn, 1995), so that, n effcency ters, we can wrte: dlny ]] 52 sln y 2 ln y * d1usgtr 2 ga 2 nt d (11) dt s 51 ds A d where l a 2 o b 1u d 1 g 1 n s the speed of convergence. Solvng the dfferental equaton gven by (11), replacng the deternants of the steady state gven by Eq. (10), dvdng by t, and rearrangng, we obtan the fnal expresson for the rate of growth of per capta output: where y 2lt a 1O b 2u (1 2 e ) g 5 (1 2u )g 1]]]] ln A 2]]]]] ln(d 1 g 1 n) t a 2O b y A 0 A 0 a 2 g 2u b1 b 1]]]]] ln s 1]]]]] ln s 1???1]]]]] ln s K Z1 Z g u g 1u 1]]]]] ln s 1]]]]] ln s 1]]]]] ln t TR 6 0 TR a 1O b 2 g 2u 1]]]]]] ln(1 2 t) 2 ln y 1u( g 2 n) (12) 1 2 a 2O b s the ntal per capta output, and sln yt 2 ln y0d gy 5 ]]]]]. t Notce that, n Eq. (12), s and s (51,...,) would denote the shares of gross nvestent on K Z g t A

5 O. Bajo-Rubo / Econocs Letters 68 (2000) prvate nputs n prvate output, and s and str the shares of gross publc nvestent and transfers n publc output, nstead of the shares n total output. Ths allows us to derve explctly fro the odel a non-onotonc relatonshp between the rate of growth of per capta output and the sze of the publc sector, leadng to an nverted U-shaped relatonshp between the two varables. Hgher levels of publc nputs would lead drectly to a hgher growth, but they wll leave a saller quantty of output avalable for the accuulaton of prvate nputs; and the rate of growth of per capta output, together wth ts steady-state level, would be axzed for: g 1u t 5]]] (13) a 1Ob 51 Notce, fnally, that the non-onotonc relatonshp found between the rate of growth of per capta output and the sze of the publc sector, as well as the optal sze of the latter gven by Eq. (13), would be equvalent to the results derved n Barro (1990), beng a generalzaton of the to the case n whch returns to scale to prvate factors are not constant. 3. Conclusons We have developed n ths paper an augented verson of the Solow growth odel, ncludng the role of governent. To ths end, the producton functon has been extended to ncorporate those publc nputs presued to affect strctly the producton process (.e., publc captal and transfer payents). The odel led to a non-onotonc relatonshp between the rate of growth of per capta output and the sze of the publc sector, together wth an expresson for the optal governent sze, generalzng Barro s (1990) prevous results to the case n whch returns to scale to prvate factors are not constant. Fnally, the odel presented n ths paper could be used as a fraework for eprcal analyss, snce ost of the eprcal lterature on fscal polcy and growth s not based on an explct theoretcal odel. References Barro, R., Governent spendng n a sple odel of endogenous growth. Journal of Poltcal Econoy 98, S103 S125. Barro, R., Econoc growth n a cross secton of countres. Quarterly Journal of Econocs 106, Barro, R., Sala--Martn, X., Publc fnance n odels of econoc growth. Revew of Econoc Studes 59, Barro, R., Sala--Martn, X., Econoc Growth, McGraw-Hll, New York. Cashn, P., Governent spendng, taxes, and econoc growth. Internatonal Monetary Fund Staff Papers 42, Levne, R., Renelt, D., A senstvty analyss of cross-country growth regressons. Aercan Econoc Revew 82, Mankw, G., Roer, D., Wel, D., A contrbuton to the eprcs of econoc growth. Quarterly Journal of Econocs 107, Nonnean, W., Vanhoudt, P., A further augentaton of the Solow odel and the eprcs of econoc growth for OECD countres. Quarterly Journal of Econocs 111,

6 84 O. Bajo-Rubo / Econocs Letters 68 (2000) Sala--Martn, X., A postve theory of socal securty. Journal of Econoc Growth 1, Sala--Martn, X., Transfers, socal safety nets, and econoc growth. Internatonal Monetary Fund Staff Papers 44, Slerod, J., What do cross-country studes teach about governent nvolveent, prosperty, and econoc growth? Brookngs Papers on Econoc Actvty 2, Solow, R., A contrbuton to the theory of econoc growth. Quarterly Journal of Econocs 70, Tanz, V., Zee, H., Fscal polcy and long-run growth. Internatonal Monetary Fund Staff Papers 44,

In this appendix, we present some theoretical aspects of game theory that would be followed by players in a restructured energy market.

In this appendix, we present some theoretical aspects of game theory that would be followed by players in a restructured energy market. Market Operatons n Electrc Power Systes: Forecastng, Schedulng, and Rsk Manageentg Mohaad Shahdehpour, Hat Yan, Zuy L Copyrght 2002 John Wley & Sons, Inc. ISBNs: 0-47-44337-9 (Hardback); 0-47-2242-X (Electronc)

More information

Quiz on Deterministic part of course October 22, 2002

Quiz on Deterministic part of course October 22, 2002 Engneerng ystems Analyss for Desgn Quz on Determnstc part of course October 22, 2002 Ths s a closed book exercse. You may use calculators Grade Tables There are 90 ponts possble for the regular test, or

More information

Evaluating Performance

Evaluating Performance 5 Chapter Evaluatng Performance In Ths Chapter Dollar-Weghted Rate of Return Tme-Weghted Rate of Return Income Rate of Return Prncpal Rate of Return Daly Returns MPT Statstcs 5- Measurng Rates of Return

More information

Domestic Savings and International Capital Flows

Domestic Savings and International Capital Flows Domestc Savngs and Internatonal Captal Flows Martn Feldsten and Charles Horoka The Economc Journal, June 1980 Presented by Mchael Mbate and Chrstoph Schnke Introducton The 2 Vews of Internatonal Captal

More information

Explaining Movements of the Labor Share in the Korean Economy: Factor Substitution, Markups and Bargaining Power

Explaining Movements of the Labor Share in the Korean Economy: Factor Substitution, Markups and Bargaining Power Explanng Movements of the abor Share n the Korean Economy: Factor Substtuton, Markups and Barganng ower Bae-Geun, Km January 2, 26 Appendx A. Dervaton of the dervatve of et us start from eq. (). For notatonal

More information

MgtOp 215 Chapter 13 Dr. Ahn

MgtOp 215 Chapter 13 Dr. Ahn MgtOp 5 Chapter 3 Dr Ahn Consder two random varables X and Y wth,,, In order to study the relatonshp between the two random varables, we need a numercal measure that descrbes the relatonshp The covarance

More information

Ch Rival Pure private goods (most retail goods) Non-Rival Impure public goods (internet service)

Ch Rival Pure private goods (most retail goods) Non-Rival Impure public goods (internet service) h 7 1 Publc Goods o Rval goods: a good s rval f ts consumpton by one person precludes ts consumpton by another o Excludable goods: a good s excludable f you can reasonably prevent a person from consumng

More information

Consumption Based Asset Pricing

Consumption Based Asset Pricing Consumpton Based Asset Prcng Mchael Bar Aprl 25, 208 Contents Introducton 2 Model 2. Prcng rsk-free asset............................... 3 2.2 Prcng rsky assets................................ 4 2.3 Bubbles......................................

More information

CHAPTER 9 FUNCTIONAL FORMS OF REGRESSION MODELS

CHAPTER 9 FUNCTIONAL FORMS OF REGRESSION MODELS CHAPTER 9 FUNCTIONAL FORMS OF REGRESSION MODELS QUESTIONS 9.1. (a) In a log-log model the dependent and all explanatory varables are n the logarthmc form. (b) In the log-ln model the dependent varable

More information

The Effect of Market Structure and Conduct on the Incentive for a Horizontal Merger

The Effect of Market Structure and Conduct on the Incentive for a Horizontal Merger Volue 5, Nuber, June 000 The Effect of Market Structure and Conduct on the Incentve for a Horzontal Merger Hyukseung Shn In ths paper, we exane how arket structure and frs conduct affect the prvate ncentve

More information

Quiz 2 Answers PART I

Quiz 2 Answers PART I Quz 2 nswers PRT I 1) False, captal ccumulaton alone wll not sustan growth n output per worker n the long run due to dmnshng margnal returns to captal as more and more captal s added to a gven number of

More information

Macroeconomic equilibrium in the short run: the Money market

Macroeconomic equilibrium in the short run: the Money market Macroeconomc equlbrum n the short run: the Money market 2013 1. The bg pcture Overvew Prevous lecture How can we explan short run fluctuatons n GDP? Key assumpton: stcky prces Equlbrum of the goods market

More information

Spring 2010 Social Sciences 7418 University of Wisconsin-Madison. The Financial and Economic Crisis Interpreted in a CC-LM Model

Spring 2010 Social Sciences 7418 University of Wisconsin-Madison. The Financial and Economic Crisis Interpreted in a CC-LM Model Publc Affars 854 Menze D. Chnn Sprng 2010 Socal Scences 7418 Unversty of Wsconsn-Madson The Fnancal and Economc Crss Interpreted n a CC-LM Model 1. Background: Typcal Fnancal Crss Source: Mshkn 2. Theory:

More information

Fall 2016 Social Sciences 7418 University of Wisconsin-Madison. Transactions and Portfolio Crowding Out

Fall 2016 Social Sciences 7418 University of Wisconsin-Madison. Transactions and Portfolio Crowding Out Economcs 435 Menze D. Cnn Fall 6 Socal Scences 748 Unversty of Wsconsn-Madson. Standard IS-LM Transactons and ortfolo Crowdng Out Transactons crowdng out of nvestment s te reducton n nvestment attrbutable

More information

Privatization and government preference in an international Cournot triopoly

Privatization and government preference in an international Cournot triopoly Fernanda A Ferrera Flávo Ferrera Prvatzaton and government preference n an nternatonal Cournot tropoly FERNANDA A FERREIRA and FLÁVIO FERREIRA Appled Management Research Unt (UNIAG School of Hosptalty

More information

Taxation and Externalities. - Much recent discussion of policy towards externalities, e.g., global warming debate/kyoto

Taxation and Externalities. - Much recent discussion of policy towards externalities, e.g., global warming debate/kyoto Taxaton and Externaltes - Much recent dscusson of polcy towards externaltes, e.g., global warmng debate/kyoto - Increasng share of tax revenue from envronmental taxaton 6 percent n OECD - Envronmental

More information

University of Toronto November 9, 2006 ECO 209Y MACROECONOMIC THEORY. Term Test #1 L0101 L0201 L0401 L5101 MW MW 1-2 MW 2-3 W 6-8

University of Toronto November 9, 2006 ECO 209Y MACROECONOMIC THEORY. Term Test #1 L0101 L0201 L0401 L5101 MW MW 1-2 MW 2-3 W 6-8 Department of Economcs Prof. Gustavo Indart Unversty of Toronto November 9, 2006 SOLUTION ECO 209Y MACROECONOMIC THEORY Term Test #1 A LAST NAME FIRST NAME STUDENT NUMBER Crcle your secton of the course:

More information

University of Toronto November 9, 2006 ECO 209Y MACROECONOMIC THEORY. Term Test #1 L0101 L0201 L0401 L5101 MW MW 1-2 MW 2-3 W 6-8

University of Toronto November 9, 2006 ECO 209Y MACROECONOMIC THEORY. Term Test #1 L0101 L0201 L0401 L5101 MW MW 1-2 MW 2-3 W 6-8 Department of Economcs Prof. Gustavo Indart Unversty of Toronto November 9, 2006 SOLUTION ECO 209Y MACROECONOMIC THEORY Term Test #1 C LAST NAME FIRST NAME STUDENT NUMBER Crcle your secton of the course:

More information

Wages as Anti-Corruption Strategy: A Note

Wages as Anti-Corruption Strategy: A Note DISCUSSION PAPER November 200 No. 46 Wages as Ant-Corrupton Strategy: A Note by dek SAO Faculty of Economcs, Kyushu-Sangyo Unversty Wages as ant-corrupton strategy: A Note dek Sato Kyushu-Sangyo Unversty

More information

UNIVERSITY OF NOTTINGHAM

UNIVERSITY OF NOTTINGHAM UNIVERSITY OF NOTTINGHAM SCHOOL OF ECONOMICS DISCUSSION PAPER 99/28 Welfare Analyss n a Cournot Game wth a Publc Good by Indraneel Dasgupta School of Economcs, Unversty of Nottngham, Nottngham NG7 2RD,

More information

Real Exchange Rate Fluctuations, Wage Stickiness and Markup Adjustments

Real Exchange Rate Fluctuations, Wage Stickiness and Markup Adjustments Real Exchange Rate Fluctuatons, Wage Stckness and Markup Adjustments Yothn Jnjarak and Kanda Nakno Nanyang Technologcal Unversty and Purdue Unversty January 2009 Abstract Motvated by emprcal evdence on

More information

ECONOMETRICS - FINAL EXAM, 3rd YEAR (GECO & GADE)

ECONOMETRICS - FINAL EXAM, 3rd YEAR (GECO & GADE) ECONOMETRICS - FINAL EXAM, 3rd YEAR (GECO & GADE) May 17, 2016 15:30 Frst famly name: Name: DNI/ID: Moble: Second famly Name: GECO/GADE: Instructor: E-mal: Queston 1 A B C Blank Queston 2 A B C Blank Queston

More information

Concepts: simple interest, compound interest, annual percentage yield, compounding continuously, mortgages

Concepts: simple interest, compound interest, annual percentage yield, compounding continuously, mortgages Precalculus: Matheatcs of Fnance Concepts: sple nterest, copound nterest, annual percentage yeld, copoundng contnuously, ortgages Note: These topcs are all dscussed n the text, but I a usng slghtly dfferent

More information

Elements of Economic Analysis II Lecture VI: Industry Supply

Elements of Economic Analysis II Lecture VI: Industry Supply Elements of Economc Analyss II Lecture VI: Industry Supply Ka Hao Yang 10/12/2017 In the prevous lecture, we analyzed the frm s supply decson usng a set of smple graphcal analyses. In fact, the dscusson

More information

Spring 2018 Social Sciences 7418 University of Wisconsin-Madison. Transactions and Portfolio Crowding Out

Spring 2018 Social Sciences 7418 University of Wisconsin-Madison. Transactions and Portfolio Crowding Out Economcs 44 Menze D. Cnn Sprng 8 Socal Scences 748 Unversty of Wsconsn-Madson. Standard IS-LM Transactons and Portfolo Crowdng Out Transactons crowdng out of nvestment s te reducton n nvestment attrbutable

More information

Raising Food Prices and Welfare Change: A Simple Calibration. Xiaohua Yu

Raising Food Prices and Welfare Change: A Simple Calibration. Xiaohua Yu Rasng Food Prces and Welfare Change: A Smple Calbraton Xaohua Yu Professor of Agrcultural Economcs Courant Research Centre Poverty, Equty and Growth Unversty of Göttngen CRC-PEG, Wlhelm-weber-Str. 2 3773

More information

Uniform Output Subsidies in Economic Unions versus Profit-shifting Export Subsidies

Uniform Output Subsidies in Economic Unions versus Profit-shifting Export Subsidies nform Output Subsdes n Economc nons versus Proft-shftng Export Subsdes Bernardo Moreno nversty of Málaga and José L. Torres nversty of Málaga Abstract Ths paper focuses on the effect of output subsdes

More information

ON THE DYNAMICS OF GROWTH AND FISCAL POLICY WITH REDISTRIBUTIVE TRANSFERS

ON THE DYNAMICS OF GROWTH AND FISCAL POLICY WITH REDISTRIBUTIVE TRANSFERS O THE DYAMICS OF GROWTH AD FISCAL POLICY WITH REDISTRIBUTIVE TRASFERS by* Hyun Park Unversty of Essex and Apostols Phlppopoulos Athens Unversty of Economcs and Busness May 25, 999 Abstract: Ths paper formalzes

More information

- contrast so-called first-best outcome of Lindahl equilibrium with case of private provision through voluntary contributions of households

- contrast so-called first-best outcome of Lindahl equilibrium with case of private provision through voluntary contributions of households Prvate Provson - contrast so-called frst-best outcome of Lndahl equlbrum wth case of prvate provson through voluntary contrbutons of households - need to make an assumpton about how each household expects

More information

Fall 2017 Social Sciences 7418 University of Wisconsin-Madison Problem Set 3 Answers

Fall 2017 Social Sciences 7418 University of Wisconsin-Madison Problem Set 3 Answers ublc Affars 854 enze D. Chnn Fall 07 Socal Scences 748 Unversty of Wsconsn-adson roblem Set 3 Answers Due n Lecture on Wednesday, November st. " Box n" your answers to the algebrac questons.. Fscal polcy

More information

THE VOLATILITY OF EQUITY MUTUAL FUND RETURNS

THE VOLATILITY OF EQUITY MUTUAL FUND RETURNS North Amercan Journal of Fnance and Bankng Research Vol. 4. No. 4. 010. THE VOLATILITY OF EQUITY MUTUAL FUND RETURNS Central Connectcut State Unversty, USA. E-mal: BelloZ@mal.ccsu.edu ABSTRACT I nvestgated

More information

>1 indicates country i has a comparative advantage in production of j; the greater the index, the stronger the advantage. RCA 1 ij

>1 indicates country i has a comparative advantage in production of j; the greater the index, the stronger the advantage. RCA 1 ij 69 APPENDIX 1 RCA Indces In the followng we present some maor RCA ndces reported n the lterature. For addtonal varants and other RCA ndces, Memedovc (1994) and Vollrath (1991) provde more thorough revews.

More information

Parallel Prefix addition

Parallel Prefix addition Marcelo Kryger Sudent ID 015629850 Parallel Prefx addton The parallel prefx adder presented next, performs the addton of two bnary numbers n tme of complexty O(log n) and lnear cost O(n). Lets notce the

More information

A Simultaneous Equations Model of Fiscal Policy Interactions

A Simultaneous Equations Model of Fiscal Policy Interactions A Sultaneous Equatons odel of Fscal Polcy Interactons aarten A Allers (Correspondng author) Faculty of Econocs and Busness, and Center for Research on Local Governent Econocs (COELO) Unversty of Gronngen

More information

Forecasts in Times of Crises

Forecasts in Times of Crises Forecasts n Tmes of Crses Aprl 2017 Chars Chrstofdes IMF Davd J. Kuenzel Wesleyan Unversty Theo S. Echer Unversty of Washngton Chrs Papageorgou IMF 1 Macroeconomc forecasts suffer from three sources of

More information

INNOVATION AS A FACTOR OF REGIONAL ECONOMIC GROWTH: EVIDENCE FROM RUSSIA

INNOVATION AS A FACTOR OF REGIONAL ECONOMIC GROWTH: EVIDENCE FROM RUSSIA INNOVATION AS A FACTOR OF REGIONAL ECONOMIC GROWTH: EVIDENCE FROM RUSSIA Svetlana Rastvortseva Abstract The am of ths research s to determne whch factors of nnovaton are relevant to generate economc growth

More information

Finance 402: Problem Set 1 Solutions

Finance 402: Problem Set 1 Solutions Fnance 402: Problem Set 1 Solutons Note: Where approprate, the fnal answer for each problem s gven n bold talcs for those not nterested n the dscusson of the soluton. 1. The annual coupon rate s 6%. A

More information

15-451/651: Design & Analysis of Algorithms January 22, 2019 Lecture #3: Amortized Analysis last changed: January 18, 2019

15-451/651: Design & Analysis of Algorithms January 22, 2019 Lecture #3: Amortized Analysis last changed: January 18, 2019 5-45/65: Desgn & Analyss of Algorthms January, 09 Lecture #3: Amortzed Analyss last changed: January 8, 09 Introducton In ths lecture we dscuss a useful form of analyss, called amortzed analyss, for problems

More information

Government Expenditure, Taxation Modes and Economic Growth

Government Expenditure, Taxation Modes and Economic Growth Lne Bastholm Helled and Sgne Høngaard Andersen Unversty of Copenhagen Department of Economcs Supervsor: Carl-Johan Dalgaard Economc Semnar: Productvty Growth, autumn 2005 Handed n: The 28 th of November

More information

An inductive proof for a closed form formula in truncated inverse sampling

An inductive proof for a closed form formula in truncated inverse sampling Journal of Proagatons n Probablty and Statstcs Vol. No. August Internatonal ed.. 7- An nductve roof for a closed for forula n truncated nverse salng Kuang-Chao Chang Fu Jen Catholc Unversty Abstract Inverse

More information

Productivity Levels and International Competitiveness 5 Between Canada and the United States

Productivity Levels and International Competitiveness 5 Between Canada and the United States Productvty Levels and Internatonal Compettveness 5 Between Canada and the Unted States Frank C. Lee and Janmn Tang 5.1 Introducton T HE PURPOSE OF THIS PAPER s to compare total factor productvty (TFP)

More information

Explaining and Comparing

Explaining and Comparing ACES EU CENTERS OF EXCELLENCE GRANT AY2011-12 DELIVERABLE GWU Explanng and Comparng AY 2011-12 Practcal Modfed Gn Index Amr Shoham (wth M Malul, Danel Shapra) Practcal Modfed Gn Index M Malul, Danel Shapra

More information

A UNIFIED FRAMEWORK TO ANALYZE CLASSICAL RISK MEASURES IN FINANCE

A UNIFIED FRAMEWORK TO ANALYZE CLASSICAL RISK MEASURES IN FINANCE A UNIFIED FRAMEWORK TO ANALYZE CLASSICAL RISK MEASURES IN FINANCE FRANCESCO M. ARIS* Unversty of Bresca *Departent of Quanttatve Methods. Contrada S. Chara 50. 5 Bresca. Italy. Tel. 030-98859; Fax 030-40095;

More information

2) In the medium-run/long-run, a decrease in the budget deficit will produce:

2) In the medium-run/long-run, a decrease in the budget deficit will produce: 4.02 Quz 2 Solutons Fall 2004 Multple-Choce Questons ) Consder the wage-settng and prce-settng equatons we studed n class. Suppose the markup, µ, equals 0.25, and F(u,z) = -u. What s the natural rate of

More information

Tradable Emissions Permits in the Presence of Trade Distortions

Tradable Emissions Permits in the Presence of Trade Distortions 85 Tradable Emssons Permts n the Presence of Trade Dstortons Shnya Kawahara Abstract Ths paper nvestgates how trade lberalzaton affects domestc emssons tradng scheme n a poltcal economy framework. Developng

More information

Answers to exercises in Macroeconomics by Nils Gottfries 2013

Answers to exercises in Macroeconomics by Nils Gottfries 2013 . a) C C b C C s the ntercept o the consumpton uncton, how much consumpton wll be at zero ncome. We can thnk that, at zero ncome, the typcal consumer would consume out o hs assets. The slope b s the margnal

More information

Distribution, Distortionary Taxation, and the Evaluation of Public Goods

Distribution, Distortionary Taxation, and the Evaluation of Public Goods Dstrbuton, Dstortonary Taxaton, and the Evaluaton of Publc Goods Roberton C. Wllams III Unversty of Texas at Austn and NBER robwllams@mal.utexas.edu December 2005 Key Words: second-best, tax dstortons,

More information

R Square Measure of Stock Synchronicity

R Square Measure of Stock Synchronicity Internatonal Revew of Busness Research Papers Vol. 7. No. 1. January 2011. Pp. 165 175 R Square Measure of Stock Synchroncty Sarod Khandaker* Stock market synchroncty s a new area of research for fnance

More information

Homework 4 Answer Key

Homework 4 Answer Key Economcs 141 UCSC Professor Kletzer Sprng 2017 Homework 4 Answer Key 1. Use producton functon and MPK dagrams to examne Turkey and the EU. Assume that Turkey and the EU have dfferent producton functons

More information

Economic Design of Short-Run CSP-1 Plan Under Linear Inspection Cost

Economic Design of Short-Run CSP-1 Plan Under Linear Inspection Cost Tamkang Journal of Scence and Engneerng, Vol. 9, No 1, pp. 19 23 (2006) 19 Economc Desgn of Short-Run CSP-1 Plan Under Lnear Inspecton Cost Chung-Ho Chen 1 * and Chao-Yu Chou 2 1 Department of Industral

More information

DO FOREIGN AID TRANSFERS DISTORT INCENTIVES AND HURT GROWTH? Theory and evidence from 75 aid-recipient countries. January 29, 2004

DO FOREIGN AID TRANSFERS DISTORT INCENTIVES AND HURT GROWTH? Theory and evidence from 75 aid-recipient countries. January 29, 2004 DO FOREIGN AID TRANSFERS DISTORT INCENTIVES AND HURT GROWTH? Theory and evdence from 75 ad-recpent countres by George Economdes a, Sarants Kalyvts a a, b, * and Apostols Phlppopoulos January 29, 2004 Abstract:

More information

The Composition of Public Expenditure and Economic Growth in Developing Countries

The Composition of Public Expenditure and Economic Growth in Developing Countries The Composton of Publc Expendture and Economc Growth n Developng Countres by M Emranul Haque Leverhulme Centre for Research on Globalsaton and Economc Polcy, School of Economcs, Unversty of Nottngham,

More information

Clearing Notice SIX x-clear Ltd

Clearing Notice SIX x-clear Ltd Clearng Notce SIX x-clear Ltd 1.0 Overvew Changes to margn and default fund model arrangements SIX x-clear ( x-clear ) s closely montorng the CCP envronment n Europe as well as the needs of ts Members.

More information

Macroeconomic Theory and Policy

Macroeconomic Theory and Policy ECO 209 Macroeconomc Theory and Polcy Lecture 7: The Open Economy wth Fxed Exchange Rates Gustavo Indart Slde 1 Open Economy under Fxed Exchange Rates Let s consder an open economy wth no captal moblty

More information

ECE 586GT: Problem Set 2: Problems and Solutions Uniqueness of Nash equilibria, zero sum games, evolutionary dynamics

ECE 586GT: Problem Set 2: Problems and Solutions Uniqueness of Nash equilibria, zero sum games, evolutionary dynamics Unversty of Illnos Fall 08 ECE 586GT: Problem Set : Problems and Solutons Unqueness of Nash equlbra, zero sum games, evolutonary dynamcs Due: Tuesday, Sept. 5, at begnnng of class Readng: Course notes,

More information

Analysis of the Influence of Expenditure Policies of Government on Macroeconomic behavior of an Agent- Based Artificial Economic System

Analysis of the Influence of Expenditure Policies of Government on Macroeconomic behavior of an Agent- Based Artificial Economic System Analyss of the Influence of Expendture olces of Government on Macroeconomc behavor of an Agent- Based Artfcal Economc System Shgeak Ogbayash 1 and Kouse Takashma 1 1 School of Socal Systems Scence Chba

More information

Macroeconomic Theory and Policy

Macroeconomic Theory and Policy ECO 209 Macroeconomc Theory and Polcy Lecture 7: The Open Economy wth Fxed Exchange Rates Gustavo Indart Slde 1 Open Economy under Fxed Exchange Rates Let s consder an open economy wth no captal moblty

More information

ECON 4921: Lecture 12. Jon Fiva, 2009

ECON 4921: Lecture 12. Jon Fiva, 2009 ECON 4921: Lecture 12 Jon Fva, 2009 Roadmap 1. Introducton 2. Insttutons and Economc Performance 3. The Frm 4. Organzed Interest and Ownershp 5. Complementarty of Insttutons 6. Insttutons and Commtment

More information

Interregional Trade, Industrial Location and. Import Infrastructure*

Interregional Trade, Industrial Location and. Import Infrastructure* Interregonal Trade, Industral Locaton and Import Infrastructure* Toru Kkuch (Kobe Unversty) and Kazumch Iwasa (Kyoto Unversty)** Abstract The purpose of ths study s to llustrate, wth a smple two-regon,

More information

A Utilitarian Approach of the Rawls s Difference Principle

A Utilitarian Approach of the Rawls s Difference Principle 1 A Utltaran Approach of the Rawls s Dfference Prncple Hyeok Yong Kwon a,1, Hang Keun Ryu b,2 a Department of Poltcal Scence, Korea Unversty, Seoul, Korea, 136-701 b Department of Economcs, Chung Ang Unversty,

More information

Wealth taxation and economic growth

Wealth taxation and economic growth Journal of Publc Economcs 79 (200) 29 48 www.elsever.nl/ locate/ econbase Wealth taxaton and economc growth Toshhro Ihor* Department of Economcs, Unversty of Tokyo, Hongo, Tokyo 3, Japan Receved 30 July

More information

Joensuu, Finland, August 20 26, 2006

Joensuu, Finland, August 20 26, 2006 Sesson Number: Parallel Sesson 4A Sesson Ttle: Productvty Measurement: Methodology and Internatonal Comparsons Sesson Organzer(s): Bart van Ark, Unversty of Gronngen, Netherlands Sesson Char: Bart van

More information

Review. Time Series Models

Review. Time Series Models Revew Topcs & Authors Fnal exam s not cumulatve, but stll need to know IS-LM (no multplers) Shfts n IS - IS (.e., curve shfts to the rght) f T (C ), or π e (I ), or G ; results n larger output () for gven

More information

EPPE6024: Macroeconomics Lecture 2: Aggregate Demand (AD), Aggregate Supply (AS), and Business Cycle

EPPE6024: Macroeconomics Lecture 2: Aggregate Demand (AD), Aggregate Supply (AS), and Business Cycle EE6024: Macroeconomcs Lecture 2: Aggregate Demand (AD), Aggregate Suppl (AS), and Busness Ccle The Goods Market: the IS curve IS curve shows the combnaton of the nterest rates and output level at whch

More information

An enduring question in macroeconomics: does monetary policy have any important effects on the real (i.e, real GDP, consumption, etc) economy?

An enduring question in macroeconomics: does monetary policy have any important effects on the real (i.e, real GDP, consumption, etc) economy? MONEY AN BONS NOVEMBER 9, 2011 Introducton IS MONETARY POLICY NEUTRAL? An endurng queston n macroeconomcs: does monetary polcy have any mportant effects on the real (.e, real GP, consumpton, etc) economy?

More information

Harmonised Labour Cost Index. Methodology

Harmonised Labour Cost Index. Methodology Harmonsed Labour Cost Index Methodology March 2013 Index 1 Introducton 3 2 Scope, coverage and reference perod 4 3 Defntons 5 4 Sources of nformaton 7 5 Formulae employed 9 6 Results obtaned 10 7 Seres

More information

Voluntary Contribution to Public Goods: Preferences and Wealth

Voluntary Contribution to Public Goods: Preferences and Wealth Theoretcal Economcs Letters, 06, 6, 43-44 Publshed Onlne June 06 n ScRes. http://www.scrp.org/journal/tel http://dx.do.org/0.436/tel.06.63049 Voluntary Contrbuton to Publc Goods: Preferences and Wealth

More information

Price and Quantity Competition Revisited. Abstract

Price and Quantity Competition Revisited. Abstract rce and uantty Competton Revsted X. Henry Wang Unversty of Mssour - Columba Abstract By enlargng the parameter space orgnally consdered by Sngh and Vves (984 to allow for a wder range of cost asymmetry,

More information

Problem Set 6 Finance 1,

Problem Set 6 Finance 1, Carnege Mellon Unversty Graduate School of Industral Admnstraton Chrs Telmer Wnter 2006 Problem Set 6 Fnance, 47-720. (representatve agent constructon) Consder the followng two-perod, two-agent economy.

More information

OPERATIONS RESEARCH. Game Theory

OPERATIONS RESEARCH. Game Theory OPERATIONS RESEARCH Chapter 2 Game Theory Prof. Bbhas C. Gr Department of Mathematcs Jadavpur Unversty Kolkata, Inda Emal: bcgr.umath@gmal.com 1.0 Introducton Game theory was developed for decson makng

More information

Week 02, Lecture 03 Detailed Listing and Derivation of Accounting Equations

Week 02, Lecture 03 Detailed Listing and Derivation of Accounting Equations Wee 02, Lecture 03 Detaled Lstng and Dervaton of Accountng Equatons In the GTAP Data Base all the equlbrum condtons hold. The pre-smulaton data base also represents the ntal or pre-smulaton equlbrum. The

More information

The Consequences of Fiscal Illusion on Economic Growth

The Consequences of Fiscal Illusion on Economic Growth (2008) vol. 6, no. 2, pp. 82 89 The Consequences of Fscal Illuson on Economc Growth Paulo Res Mourão Abstract Ths work dscusses the mpact of fscal lluson on economc growth. Its man contrbuton hghlghts

More information

Financial Research Center (FSA Institute) Financial Services Agency Government of Japan Kasumigaseki, Chiyoda-ku, Tokyo , Japan

Financial Research Center (FSA Institute) Financial Services Agency Government of Japan Kasumigaseki, Chiyoda-ku, Tokyo , Japan FSA Insttute Dscusson Paper Seres Pro-cyclcalty of The asel Captal Reureent Rato and Its Ipact on anks Naoyuk Yoshno and Toohro Hrano DP 00-3 March 0 Fnancal Research Center FSA Insttute Fnancal Servces

More information

Microeconomics: BSc Year One Extending Choice Theory

Microeconomics: BSc Year One Extending Choice Theory mcroeconomcs notes from http://www.economc-truth.co.uk by Tm Mller Mcroeconomcs: BSc Year One Extendng Choce Theory Consumers, obvously, mostly have a choce of more than two goods; and to fnd the favourable

More information

INTRODUCTION TO MACROECONOMICS FOR THE SHORT RUN (CHAPTER 1) WHY STUDY BUSINESS CYCLES? The intellectual challenge: Why is economic growth irregular?

INTRODUCTION TO MACROECONOMICS FOR THE SHORT RUN (CHAPTER 1) WHY STUDY BUSINESS CYCLES? The intellectual challenge: Why is economic growth irregular? INTRODUCTION TO MACROECONOMICS FOR THE SHORT RUN (CHATER 1) WHY STUDY BUSINESS CYCLES? The ntellectual challenge: Why s economc groth rregular? The socal challenge: Recessons and depressons cause elfare

More information

Linear Combinations of Random Variables and Sampling (100 points)

Linear Combinations of Random Variables and Sampling (100 points) Economcs 30330: Statstcs for Economcs Problem Set 6 Unversty of Notre Dame Instructor: Julo Garín Sprng 2012 Lnear Combnatons of Random Varables and Samplng 100 ponts 1. Four-part problem. Go get some

More information

Appendix - Normally Distributed Admissible Choices are Optimal

Appendix - Normally Distributed Admissible Choices are Optimal Appendx - Normally Dstrbuted Admssble Choces are Optmal James N. Bodurtha, Jr. McDonough School of Busness Georgetown Unversty and Q Shen Stafford Partners Aprl 994 latest revson September 00 Abstract

More information

Volume 30, Issue 1. Partial privatization in price-setting mixed duopoly. Kazuhiro Ohnishi Institute for Basic Economic Science, Japan

Volume 30, Issue 1. Partial privatization in price-setting mixed duopoly. Kazuhiro Ohnishi Institute for Basic Economic Science, Japan Volume 3, Issue 1 Partal prvatzaton n prce-settng mxed duopoly Kazuhro Ohnsh Insttute for Basc Economc Scence, Japan Abstract Ths paper nvestgates a prce-settng mxed model nvolvng a prvate frm and a publc

More information

IND E 250 Final Exam Solutions June 8, Section A. Multiple choice and simple computation. [5 points each] (Version A)

IND E 250 Final Exam Solutions June 8, Section A. Multiple choice and simple computation. [5 points each] (Version A) IND E 20 Fnal Exam Solutons June 8, 2006 Secton A. Multple choce and smple computaton. [ ponts each] (Verson A) (-) Four ndependent projects, each wth rsk free cash flows, have the followng B/C ratos:

More information

Hewlett Packard 10BII Calculator

Hewlett Packard 10BII Calculator Hewlett Packard 0BII Calculator Keystrokes for the HP 0BII are shown n the tet. However, takng a mnute to revew the Quk Start secton, below, wll be very helpful n gettng started wth your calculator. Note:

More information

REFINITIV INDICES PRIVATE EQUITY BUYOUT INDEX METHODOLOGY

REFINITIV INDICES PRIVATE EQUITY BUYOUT INDEX METHODOLOGY REFINITIV INDICES PRIVATE EQUITY BUYOUT INDEX METHODOLOGY 1 Table of Contents INTRODUCTION 3 TR Prvate Equty Buyout Index 3 INDEX COMPOSITION 3 Sector Portfolos 4 Sector Weghtng 5 Index Rebalance 5 Index

More information

Education Maintenance Allowance (EMA) 2017/18 Notes to help you complete the Financial Details Form

Education Maintenance Allowance (EMA) 2017/18 Notes to help you complete the Financial Details Form student fnance wales cylld myfyrwyr cymru Educaton Mantenance Allowance (EMA) 2017/18 Notes to help you complete the Fnancal Detals Form www.studentfnancewales.co.uk/ema sound advce on STUDENT FINANCE

More information

Education Maintenance Allowance (EMA) 2018/19

Education Maintenance Allowance (EMA) 2018/19 Educaton Mantenance Allowance (EMA) 2018/19 Fnancal Detals Notes www.studentfnancewales.co.uk/ema /A 1 How to use these notes These notes are splt nto sectons n the same way as the Fnancal Detals Form,

More information

Working Paper. Altering Milk Components Produced by the Dairy Cow: Estimation by a Multiple Output Distance Function. WP April 2009

Working Paper. Altering Milk Components Produced by the Dairy Cow: Estimation by a Multiple Output Distance Function. WP April 2009 WP 2009-15 Aprl 2009 Worng Paper Departent of Appled Econocs and Manageent Cornell Unversty, Ithaca, New Yor 14853-7801 USA Alterng Ml Coponents Produced by the Dary Cow: Estaton by a Multple Output Dstance

More information

FORD MOTOR CREDIT COMPANY SUGGESTED ANSWERS. Richard M. Levich. New York University Stern School of Business. Revised, February 1999

FORD MOTOR CREDIT COMPANY SUGGESTED ANSWERS. Richard M. Levich. New York University Stern School of Business. Revised, February 1999 FORD MOTOR CREDIT COMPANY SUGGESTED ANSWERS by Rchard M. Levch New York Unversty Stern School of Busness Revsed, February 1999 1 SETTING UP THE PROBLEM The bond s beng sold to Swss nvestors for a prce

More information

Problems to be discussed at the 5 th seminar Suggested solutions

Problems to be discussed at the 5 th seminar Suggested solutions ECON4260 Behavoral Economcs Problems to be dscussed at the 5 th semnar Suggested solutons Problem 1 a) Consder an ultmatum game n whch the proposer gets, ntally, 100 NOK. Assume that both the proposer

More information

Tax Competition, Public Good Provision, and Income Redistribution: The Case of Linear Capital Income Tax

Tax Competition, Public Good Provision, and Income Redistribution: The Case of Linear Capital Income Tax CIRJE-F-595 Tax Competton, Publc Good Provson, and Income Redstrbuton: The Case of Lnear Captal Income Tax Toshhro Ihor Unversty of Tokyo C.C. Yang Academa Snca Natonal Chengch Unversty October 008 CIRJE

More information

The Effects of Industrial Structure Change on Economic Growth in China Based on LMDI Decomposition Approach

The Effects of Industrial Structure Change on Economic Growth in China Based on LMDI Decomposition Approach 216 Internatonal Conference on Mathematcal, Computatonal and Statstcal Scences and Engneerng (MCSSE 216) ISBN: 978-1-6595-96- he Effects of Industral Structure Change on Economc Growth n Chna Based on

More information

Mode is the value which occurs most frequency. The mode may not exist, and even if it does, it may not be unique.

Mode is the value which occurs most frequency. The mode may not exist, and even if it does, it may not be unique. 1.7.4 Mode Mode s the value whch occurs most frequency. The mode may not exst, and even f t does, t may not be unque. For ungrouped data, we smply count the largest frequency of the gven value. If all

More information

A Comparison of Statistical Methods in Interrupted Time Series Analysis to Estimate an Intervention Effect

A Comparison of Statistical Methods in Interrupted Time Series Analysis to Estimate an Intervention Effect Transport and Road Safety (TARS) Research Joanna Wang A Comparson of Statstcal Methods n Interrupted Tme Seres Analyss to Estmate an Interventon Effect Research Fellow at Transport & Road Safety (TARS)

More information

DIPARTIMENTO DI ECONOMIA

DIPARTIMENTO DI ECONOMIA UNIVERSITÀ POLITECNICA DELLE MARCHE DIPARTIMENTO DI ECONOMIA REGIONAL CONVERGENCE, STRUCTURAL FUNDS AND THE ROLE OF AGRICULTURE IN THE EU A PANEL-DATA APPROACH STEFANIA BUSSOLETTI, ROBERTO ESPOSTI QUADERNO

More information

Risk and Return: The Security Markets Line

Risk and Return: The Security Markets Line FIN 614 Rsk and Return 3: Markets Professor Robert B.H. Hauswald Kogod School of Busness, AU 1/25/2011 Rsk and Return: Markets Robert B.H. Hauswald 1 Rsk and Return: The Securty Markets Lne From securtes

More information

Test Bank to accompany Modern Portfolio Theory and Investment Analysis, 9 th Edition

Test Bank to accompany Modern Portfolio Theory and Investment Analysis, 9 th Edition Test ank to accopany Modern ortfolo Theory and Investent Analyss, 9 th Edton Test ank to accopany Modern ortfolo Theory and Investent Analyss, 9th Edton Copleted download lnk: https://testbankarea.co/download/odern-portfolotheory-nvestent-analyss-9th-edton-test-bank-eltongruber-brown-goetzann/

More information

EDC Introduction

EDC Introduction .0 Introducton EDC3 In the last set of notes (EDC), we saw how to use penalty factors n solvng the EDC problem wth losses. In ths set of notes, we want to address two closely related ssues. What are, exactly,

More information

MEASURING THE TOTAL FACTOR PRODUCTIVITY: A COMPARISION OF THE MEXICAN AND BRAZILIAN ECONOMIES BY

MEASURING THE TOTAL FACTOR PRODUCTIVITY: A COMPARISION OF THE MEXICAN AND BRAZILIAN ECONOMIES BY MEASURING THE TOTAL FACTOR PRODUCTIVITY: A COMPARISION OF THE MEXICAN AND BRAZILIAN ECONOMIES BY 1995-211 By CLAUDIA CÓRDOVA, ALEJANDRA ESTRADA AND MANUEL MÁRQUEZ NATIONAL AUTONOMOUS UNIVERSITY OF MEXICO

More information

Spatial Variations in Covariates on Marriage and Marital Fertility: Geographically Weighted Regression Analyses in Japan

Spatial Variations in Covariates on Marriage and Marital Fertility: Geographically Weighted Regression Analyses in Japan Spatal Varatons n Covarates on Marrage and Martal Fertlty: Geographcally Weghted Regresson Analyses n Japan Kenj Kamata (Natonal Insttute of Populaton and Socal Securty Research) Abstract (134) To understand

More information

Tax Competition, Public Good Provision, and Income Redistribution

Tax Competition, Public Good Provision, and Income Redistribution Tax Competton, Publc Good Provson, and Income Redstrbuton Toshhro Ihor a* and C.C. Yang b a Unversty of Tokyo b Academa Snca; Natonal Chengch Unversty; Natonal Sun Yat-sen Unversty Abstract Ths paper consders

More information

International Comparisons of Performance in the Provision of Public Services:

International Comparisons of Performance in the Provision of Public Services: Internatonal Comparsons of Performance n the Provson of Publc Servces: Outcome based measures for Educaton. Mary O Mahony and Phlp Andrew Stevens Natonal Insttute of Economc and Socal Research, London

More information

Do Stronger Patents Stimulate or Stifle Innovation? The Crucial Role of Financial Development

Do Stronger Patents Stimulate or Stifle Innovation? The Crucial Role of Financial Development MPRA Munch Personal RePEc Archve Do Stronger Patents Stmulate or Stfle Innovaton? The Crucal Role of Fnancal Development Angus C. Chu and Gudo Cozz and Shyuan Pan and Mengbo Zhang Fudan Unversty, Unversty

More information

An Application of Alternative Weighting Matrix Collapsing Approaches for Improving Sample Estimates

An Application of Alternative Weighting Matrix Collapsing Approaches for Improving Sample Estimates Secton on Survey Research Methods An Applcaton of Alternatve Weghtng Matrx Collapsng Approaches for Improvng Sample Estmates Lnda Tompkns 1, Jay J. Km 2 1 Centers for Dsease Control and Preventon, atonal

More information