The contribution of government transfer programs to inequality. A net-benefit approach. *

Size: px
Start display at page:

Download "The contribution of government transfer programs to inequality. A net-benefit approach. *"

Transcription

1 The contrbuton of government transfer programs to nequalty. A net-beneft approach. * June, 2006 Alvaro Forteza ** Ianna Ross ** * We are most grateful to the World Bank for fnancng ths study, but we are entrely responsble for ts specfc contents. ** Departamento de Economía, Facultad de Cencas Socales, Unversdad de la Repúblca, Uruguay. Emal: Alvarof@decon.edu.uy, Ianna@decon.edu.uy.

2 Resumen La contrbucón a la desgualdad de los programas de transferencas del goberno es usualmente determnada analzando en qué medda los benefcos pagados se focalzan en famlas de bajos ngresos. Varos analstas han encontrado que los benefcaros de algunas transferencas claves del goberno son en su mayoría hogares de ngreso medo y alto, contrbuyendo así a una mayor desgualdad. En el presente trabajo se dscute el hecho de que el mpacto de estos programas en la desgualdad debería ser evaluado consderando los benefcos recbdos netos de los mpuestos pagados por los hogares para fnancar los programas, puesto que los hogares de mayores ngresos recben benefcos por un monto mayor pero tambén pagan mpuestos más altos. Este enfoque es lustrado estmando el mpacto de cuatro programas de transferencas del goberno en la desgualdad en Uruguay y demostramos que las conclusones son dferentes dependendo de s se utlza benefcos brutos o netos en la estmacón. Palabras clave: Transferencas, desgualdad, redstrbucón. JEL: D31, H55, I38 2

3 Abstract The contrbuton of government transfer programs to nequalty s often assessed by analyzng to what extent the benefts pad go to lower ncome famles. Several analysts have found that some key government transfers actually go mostly to mddle and hgh ncome famles and thus contrbute to greater nequalty. We argue n ths paper that the mpact of these programs on nequalty should be evaluated consderng the benefts receved net of the taxes pad by households to fnance the programs, snce hgher ncome households receve hgher benefts but they also pay hgher taxes. We llustrate ths approach by estmatng the mpact of four government programs on nequalty n Uruguay and show that the conclusons are dfferent dependng on whether we use gross or net benefts n the estmaton. Key words: Transfers, nequalty, redstrbuton. 3

4 1. Introducton It s often argued that some government transfer programs lead to greater nequalty because hgh ncome famles receve a dsproportonately large percentage of the benefts (Feldsten, 1974, Brownng and Brownng, 1994, Mazza, 1999, Perry et al., 2006). Ths s usually the case of contrbutory programs le unemployment nsurance and contrbutory pensons, because the ndvdual beneft s lnked to the contrbuton wage. Better pad workers are enttled to hgher unemployment benefts and hgher pensons. Smlar results have been reported for publc spendng on hgher educaton n Latn Amerca. But analyss of the ncdence of publc expendture on dfferent groups of the populaton accordng to dstrbuton of ncome tells only half of the story about the contrbuton of publc programs to nequalty. We argue that the assessment of the contrbuton of government programs to nequalty should consder benefts pad net of taxes collected to fnance these programs. If the same households that receve hgher unemployment benefts, for example, tend to make the bggest contrbutons to fnance the unemployment nsurance program, then the program may actually contrbute to reducng dsposable ncome nequalty even f better pad workers receve hgher unemployment benefts. Ths dea can be llustrated usng the nequalty decomposton ndex proposed by Shorrocks (1982a and b). The contrbuton of the sources of ncome k to nequalty s measured regressng the sources of ncome k on total ncome across ndvduals. The coeffcent of total ncome n ths regresson s the contrbuton of the sources of ncome k to nequalty. Hence, the sources of ncome that have a postve coeffcent n these regressons contrbute to ncreasng nequalty and the sources that have a negatve 4

5 coeffcent contrbute to reducng nequalty. Now consder a government transfer program that pays benefts and collects taxes that are both postvely correlated to total ncome across households (Fgure 1). If the contrbuton to nequalty s measured consderng only gross benefts, ths program ncreases nequalty. But the program represented n ths fgure reduces nequalty f ts contrbuton to nequalty s assessed consderng net benefts. Insert Fgure 1 Notce that the program assumed n Fgure 1 s also regressve n tax collecton,.e. rch households pay a lower share of ther ncome as taxes than poor households. Hence, the program seems to be regressve when evaluated by lookng separately at ether benefts or taxes. Nevertheless, ths program reduces dsposable ncome nequalty. After ths bref ntroducton, the paper contnues as follows. In secton 2 we present the methodology n detal. In secton 3 we present results for several government transfer programs n the case of Uruguay. Secton 4 concludes wth some fnal remarks. 2. The methodology In order to emprcally assess the mpact of government transfer programs on nequalty, we computed the nequalty decomposton ndex proposed by Shorrocks (1982a and b). We treated these programs as separate sources of ncome. Household surveys provde drect data on benefts receved by dfferent ndvduals from government programs, but they do not provde nformaton on taxes pad by ndvduals to fnance these programs. Because of 5

6 the lack of mcro-data on drect and ndrect contrbutons, we had to make some assumptons to compute net transfers. Let y be the ncome of household ( = 1,..., n) from sources of ncome k ( k 1,..., K ) =. Total ncome of household s y = k y. The dstrbuton of total ncome can be represented by y = ( y,..., ) and the dstrbuton of factor k ncome by y ( y,..., y ) 1 y n k =. Let s k ( I ) be the proportonal contrbuton of ncome k to total ncome nequalty measured k s k I wth ndex I, so that ( ) 1 =. Shorrocks (1982b) proposed the followng rule to decompose the contrbuton of each and every source of ncome to total ncome nequalty: 1k nk s ( I ) cov = Var ( yk, y) ( y) ( y y) k = ρ k, SD SD ( yk ) ( y) where cov ( y k, y) s the covarance and ( y k, y) ρ s the coeffcent of correlaton between factor k ncome and total ncome; Var ( y) s the varance of total ncome; and ( ) SD and SD ( y) are the standard devatons of factor k ncome and total ncome, respectvely. Notce that the contrbuton of sources of ncome k to total nequalty s just the slope coeffcent of the regresson of y k on y. Shorrocks (1982b) showed that ths s the only decomposton rule for any nequalty measure that comples wth a set of desrable propertes. y k Let us say that the last ncome source K corresponds to the government transfer program whose contrbuton to nequalty we want to evaluate. In ths last column of the matrx of 6

7 ncome we compute the net transfer the government program pays to each and every household. 1 Snce column K of the matrx of ncome regsters both benefts receved and contrbutons and taxes pad to fnance the program, the ncome regstered n other columns must be measured before taxes pad to fnance the transfer program. For the transfer program to be complete, the records n column K of the ncome matrx must add up to zero: someone else must pay for net benefts receved by any household. Formally, y K = 0 (1) We used mcro-data from households and expendture surveys and some aggregate data from admnstratve records of socal securty programs n Uruguay to buld the matrx wth elements y. The Natonal Insttute of Statstcs household survey provdes ndvdual data on several sources of ncome, ncludng benefts pad by some socal protecton programs, but t does not provde nformaton on contrbutons and taxes pad to fnance the program. We know from the socal securty nsttutons that these programs are fnanced wth a complex mx of payroll and general taxes. Among the latter, ndrect taxes are by far the bggest factor, wth value added tax accountng for a sgnfcant share of the whole package. Thus we dstngush payroll taxes a and ndrect taxes t collected to fnance the transfer program. 1 We talk about the transfer program to smplfy the presentaton, but t should be clear that the same prncples apply to more than one transfer program. 7

8 Labor earnngs n the household survey are reported after payroll taxes ( y ') added payroll taxes to get pre-tax labor earnngs:. Therefore we y = y ' + a ; k K (2) Naturally, a must be zero f the source of ncome k s non-labor ncome. Gven that other socal securty revenues are mostly ndrect taxes, we dd not need to add other taxes to the survey s reported ncome to get pre-tax ncome. Hence, taxes satsfy the followng condton: t 0 k K; t = t 0 (3) = K and the transfer program column was computed as: y K = b t a (4) where b stands for the beneft receved by household from the transfer program and a = k stands for total payroll taxes pad by household to fnance the program ( a ) a. Equatons (2) and (4) determne the matrx of ncome organzed to assess the contrbuton of the transfer program to nequalty, but we do not have drect data on some of the varables nvolved. The household survey does provde the after payroll tax earnngs ( y ') 8

9 and the benefts pad by the transfer programs (b ), but t does not provde drect data on payroll taxes ( a ) or ndrect taxes pad to fnance the transfer programs ( t ). We know from (1) that total taxes pad to fnance the program must be equal to total benefts pad by the program, but we need nformaton on ndvdual contrbutons. The socal securty nsttutons provde aggregate nformaton on ther sources of fnancng whch can be used to determne the shares of payroll and ndrect taxes n fundng the programs we are evaluatng. Let α K be the share n total spendng of government transfer program K fnanced wth payroll taxes. Estmated ndvdual payroll taxes and ndrect taxes should satsfy the followng condtons: ( α K ) a = = α K b ; t 1 b (5) In order to dstrbute these aggregates among ndvduals, we assumed that () payroll taxes are proportonal to labor ncome, provded the ndvdual does contrbute to socal securty (assumpton A1), and () ndrect taxes are proportonal to total expendture of the household (assumpton A2). More specfcally, we made the followng assumptons: (A1) Indvdual payroll taxes: a ay = 0 ' ; a > 0 f C otherwse and k LI 9

10 where C stands for the subset of workers who declared to the household survey that they do pay payroll taxes and LI stands for the subset of ncome sources that correspond to labor ncome. Notce that the rate of payroll taxes a s a weghted average of the rates pad by dfferent categores of workers, n accordance wth ther answers to the household survey. Also notce that ths rate multples post-tax labor ncome, whch s not the ordnary way of presentng the rates of payroll taxes n socal securty legslaton. 2 (A2) Indrect taxes: β1 ( y ' ) t = t ex = t * β * (6) * 0 k where ex stands for the total expendture of household. Because value added tax n Uruguay s hgh, we assumed that households pay ndrect taxes n proporton t of ther total expendture. But there s no nformaton on expendture n the household survey. So we approxmated household expendture as a (possbly non-lnear) functon of ncome, usng nformaton from the expendture survey of the Natonal Insttute of Statstcs. 3 The tax rates a and t can now be computed combnng equatons (5) and assumptons (A1) and (A2): 2 We chose ths notaton to avod the dstncton between employee and employer contrbutons, a dstncton we are not nterested n. Total payroll tax rates on post-tax labor ncome can be computed usng ordnary legal tax rates such as: (employer rate + employee rate)/(1-employee rate). The tax rate a s a weghted average of these transformed tax rates. 3 Other assumptons are of course possble and we dd some senstvty analyses, assumng for example that ndrect taxes are proportonal to total ncome rather than to total expendture. As mght have been expected, government programs look more progressve because taxes look less regressve wth ths alternatve assumpton, but the qualtatve results dd not change. These results are avalable on request from the authors. 10

11 a = t = α K b ( ) y C k LI ' ( 1 α ) b β ( y ') K β1 ( 0 ) k (7) Usng these tax rates and assumptons (A1) and (A2), we computed ndvdual tax payments a and t. We then computed ndvdual ncome y usng these estmated ndvdual tax payments n equatons (2) and (4). 3. Results We report the estmated decomposton of nequalty n Table 1. 4 The left panel was computed usng gross benefts and the rght panel was computed usng net benefts for the ncome sources correspondng to four government transfer programs: unemployment nsurance, pensons, famly allowances and a grouped set of other government programs. 5 Insert Table 1 The estmated contrbuton of these programs to nequalty s very dfferent dependng on whether gross or net benefts are used. The four government programs would have contrbuted to reducng nequalty n 2005 f ther contrbuton were evaluated usng benefts net of taxes pad to fnance the programs. But three of the programs would have contrbuted to ncreasng nequalty f only gross benefts were consdered n the computaton. Only famly allowances would have contrbuted to reducng nequalty 4 For the sake of brevty, we only report the estmatons for 2005, but we have smlar results for The other government programs nclude: donatons, subsdes, scholarshps, accdent compensaton, dvorce contrbutons and famly subsdy. 11

12 accordng to the gross-benefts measure. In the four cases, the contrbuton to nequalty s smaller when net rather than gross benefts are used. These dfferent results are drven by dfferent correlaton coeffcents of net and gross benefts to total ncome. Whle net benefts are negatvely correlated to total ncome n the four programs consdered n ths study, gross benefts are postvely correlated to total ncome n three of them (Table 1, columns 2 and 5). Famly allowances s the only program that presents a negatve correlaton of gross benefts to total ncome. In all programs, the correlatons to total ncome are more negatve when net rather than gross benefts are used. 4. Concludng Remarks Accordng to these results, assessng the mpact of government programs on nequalty lookng only at the benefts they pay could be msleadng, because taxes also count and the famles that receve hgher benefts also tend to pay more taxes. We showed a real world case n whch both expendtures and taxes looked regressve when analyzed separately, and yet the programs reduced nequalty when both sdes of the balance were ncorporated nto the analyss at the same tme. The dea that government s contrbuton to nequalty depends on both expendture and taxes s of course not new. In the words of Perry et al. (2006, p 96), The overall mpact of the government budget depends on the combned effect of taxes and expendture. And ndeed, ths pont s usually well taken care of n studes that compare pre- and post-transfer ncom e nequalty (see for nstance Beblo and Knaus, 2001; Atknson, 2004, Perry et al., 12

13 2006). However ths same pont s often overlooked n the analyss of ndvdual government programs. The usual clam that some programs are regressve because they spend more on hgh than on low ncome households s just one example of ths practce. One possble explanaton for ths usual shortcut to a one-sded approach to the evaluaton of ndvdual programs s the dffculty nvolved n estmatng how these programs are fnanced. But as we have shown n ths paper, ths shortcut can be rather msleadng. We propose nstead to make smple assumptons to approxmate benefts net of taxes, and to use them to assess the contrbuton of government programs to nequalty usng the framework of nequalty decomposton developed by Shorrocks (1982a). Lndert et al. (2005) share wth us concern for deductng contrbutons made to fnance socal nsurance programs to evaluate ther redstrbutve mpact. But ther approach departs from ours n that they only net out socal nsurance contrbutons. They do not extend ths reasonng to other publc programs nor do they compute all sources of fnancng for the programs for whch they estmate net benefts. In ther vew, the publc transfers nature of socal nsurance stems from the fact that these programs often spend more than they collect through socal securty contrbutons, and have thus to be partally fnanced out of general taxes. Accordngly, these authors assess the redstrbutve mpact of these programs lookng just at the porton of benefts that s fnanced by general tax revenues due to defcts n the penson system (Lndert, et al. 2005, p 105). Such an approach s not only partal, but t also nevtably gets tangled up wth the not-very-meanngful controverses about how the defcts of socal securty and other government programs should be computed. 6 We 6 One example s the clam that not all the assstance of the central government to socal securty should be computed as actual defct n Brazl, because part of t accounts for the employer contrbuton that the 13

14 advocate a more comprehensve approach that takes nto account all taxes collected to fnance the programs, for the mpact of a government program on nequalty depends not only on the taxes that are conventonally defned to fnance that specfc program but on all the sources of ncome that the government makes use of to fnance the program. Several authors have convncngly argued that fscal polces should deally be assessed consderng lfe-tme rather than just current ncome and transfers (Auerbach et al., 1999; Hardng et al., 2002; Mason et al., 2005). Estmatng lfe-tme ncome s not an easy task though, partcularly when only cross-secton data s avalable. Usng lfe-tme ncome to analyze redstrbuton s partcularly complcated for t requres performng mcrosmulatons. Also, the dynamc estmatons are senstve to the choce of the dscount rate and there s no smple rule to choose among dfferent rates. We dd not do detaled dynamc mcrosmulatons to llustrate the mportance of lookng at net benefts when assessng the contrbuton of transfer programs to nequalty, but t goes wthout sayng that the same pont llustrated here wth a statc example fully apples n a lfe-tme framework. If anythng, we expect ths pont to be more crucal n a dynamc than n a statc perspectve, because households that receve larger transfers n some perods of ther lves tend to be the same that pay more taxes n other perods. 5. References Atknson, Anthony (2004): Increased Income Inequalty n OECD Countres and the Redstrbutve Impact of the Government Budget. Inequalty, Growth and Poverty n an Era of Lberalzaton and Globalzaton. Oxford Unversty Press. government has to pay for publc employees. The lterature on socal securty s full of endless dscussons le ths. Furthermore, f the very concept of total fscal defct could be ll defned, as Auerbach et al. (1999) among others have argued, the defnton of the defct of one agency of the government s even more so. 14

15 Auerbach, Alan; Kotloff, Laurence y Lebfrtz, Wll (1999): Generatonal Accountng around the World. Natonal Bureau of Economc Research. The Unversty of Chcago Press. Beblo, Mram y Knaus, Thomas (2001): Measurng Income Inequalty n Euroland. The Revew of Income and Wealth, 47, Brownng, Edgar y Brownng, Jacquelne M. (1994): Publc Fnance and the Prce System. Englewood Clffs, New Jersey 09632, Prentce Hall. Feldsten, Martn (2001): Unemployment Compensaton: Adverse Incentves and Dstrbutonal Anomales. Natonal Tax Journal, 27, Hardng, Ann; Percval, Rchard; Schofeld, Deborah y Walker, Agnes (2002): The Lfetme Dstrbutonal Impacts of Government Health Outlays. The Australan Economc Revew, 35, Lndert, Kathy; Skoufas, Emmanuel y Shapro, Joseph (2005): Redstrbutng Income to the Poor and the Rch: Publc Transfers n Latn Amerca and the Carbbean. The World Bank, 123. Mason, Andrew; Lee, Ronald; An-Ch, Tung; La, Mun-Sm y Mller, Tm (2005): Populaton Agng and Intergeneratonal Transfers: Introducng Age nto Natonal Accounts. Unversty of Calforna at Berkley, 30. Mazza, Jacquelne (1999): Unemployment Insurance: Case Studes and Lessons for Latn Amerca and the Carbbean. IADB, 85. Perry, Gullermo; Aras, Omar S; López, J. Humberto; Maloney, Wllam F y Servén, Lus (2006): Poverty Reducton and Growth: Vrtuous and Vcous Crcles. The World Bank, Washngton DC. Shorrocks, Anthony (1982a): The Impact of Income Components on the Dstrbuton of Famly Incomes. Quarterly Journal of Economcs, 98, Shorrocks, Anthony (1982b): Inequalty Decomposton by Factor Components. Econometrca, 50,

16 Fgure 1: The Contrbuton of Government Transfer Programs to Inequalty Taxes Benefts, Taxes Benefts Total ncome Benefts mnus Taxes Total ncome 16

17 Table 1: The Contrbuton of Several Sources of Income to Total Inequalty (2005) Sources of Income Contrbuton to Inequalty a/ (n percent) Estmaton 1: Gross Benefts Correlaton Rato of Standard Coeffcents Devatons Contrbuton to Inequalty a/ (n percent) Estmaton 2: Net Benefts Correlaton Rato of Standard Coeffcents Devatons Labor Income, dependent formal workers Labor Income, dependent nformal workers Labor Income, self employed Unemployment Insurance Pensons Famly Allowances Other Government Transfers b/ Other Sources of Income c/ TOTAL Notes: a/ The contrbuton of the ncome source (y k ) to total ncome (y) nequalty s the slope n the regresson of y k on y. See Shorrocks (1982b) b/ Donatons, subsdes, scholarshps, accdent compensaton, dvorce contrbutons, famly subsdy. c/ Interests, rents, profts, severance payments, remttances from abroad, other sources of ncome. Source: Own computatons on the household survey 17

Economics 1410 Fall Section 7 Notes 1. Define the tax in a flexible way using T (z), where z is the income reported by the agent.

Economics 1410 Fall Section 7 Notes 1. Define the tax in a flexible way using T (z), where z is the income reported by the agent. Economcs 1410 Fall 2017 Harvard Unversty Yaan Al-Karableh Secton 7 Notes 1 I. The ncome taxaton problem Defne the tax n a flexble way usng T (), where s the ncome reported by the agent. Retenton functon:

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

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

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

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

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

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

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

Members not eligible for this option

Members not eligible for this option DC - Lump sum optons R6.2 Uncrystallsed funds penson lump sum An uncrystallsed funds penson lump sum, known as a UFPLS (also called a FLUMP), s a way of takng your penson pot wthout takng money from a

More information

Teaching Note on Factor Model with a View --- A tutorial. This version: May 15, Prepared by Zhi Da *

Teaching Note on Factor Model with a View --- A tutorial. This version: May 15, Prepared by Zhi Da * Copyrght by Zh Da and Rav Jagannathan Teachng Note on For Model th a Ve --- A tutoral Ths verson: May 5, 2005 Prepared by Zh Da * Ths tutoral demonstrates ho to ncorporate economc ves n optmal asset allocaton

More information

Members not eligible for this option

Members not eligible for this option DC - Lump sum optons R6.1 Uncrystallsed funds penson lump sum An uncrystallsed funds penson lump sum, known as a UFPLS (also called a FLUMP), s a way of takng your penson pot wthout takng money from a

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

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

Chapter 10 Making Choices: The Method, MARR, and Multiple Attributes

Chapter 10 Making Choices: The Method, MARR, and Multiple Attributes Chapter 0 Makng Choces: The Method, MARR, and Multple Attrbutes INEN 303 Sergy Butenko Industral & Systems Engneerng Texas A&M Unversty Comparng Mutually Exclusve Alternatves by Dfferent Evaluaton Methods

More information

Tests for Two Correlations

Tests for Two Correlations PASS Sample Sze Software Chapter 805 Tests for Two Correlatons Introducton The correlaton coeffcent (or correlaton), ρ, s a popular parameter for descrbng the strength of the assocaton between two varables.

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

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

3/3/2014. CDS M Phil Econometrics. Vijayamohanan Pillai N. Truncated standard normal distribution for a = 0.5, 0, and 0.5. CDS Mphil Econometrics

3/3/2014. CDS M Phil Econometrics. Vijayamohanan Pillai N. Truncated standard normal distribution for a = 0.5, 0, and 0.5. CDS Mphil Econometrics Lmted Dependent Varable Models: Tobt an Plla N 1 CDS Mphl Econometrcs Introducton Lmted Dependent Varable Models: Truncaton and Censorng Maddala, G. 1983. Lmted Dependent and Qualtatve Varables n Econometrcs.

More information

Final Exam. 7. (10 points) Please state whether each of the following statements is true or false. No explanation needed.

Final Exam. 7. (10 points) Please state whether each of the following statements is true or false. No explanation needed. Fnal Exam Fall 4 Econ 8-67 Closed Book. Formula Sheet Provded. Calculators OK. Tme Allowed: hours Please wrte your answers on the page below each queston. (5 ponts) Assume that the rsk-free nterest rate

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

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

Survey of Math: Chapter 22: Consumer Finance Borrowing Page 1

Survey of Math: Chapter 22: Consumer Finance Borrowing Page 1 Survey of Math: Chapter 22: Consumer Fnance Borrowng Page 1 APR and EAR Borrowng s savng looked at from a dfferent perspectve. The dea of smple nterest and compound nterest stll apply. A new term s the

More information

A New Multiplicative Decomposition For The Foster-Greer-Thorbecke Poverty Indices

A New Multiplicative Decomposition For The Foster-Greer-Thorbecke Poverty Indices Workng Paper Seres A New Multplcatve Decomposton For The Foster-Greer-Thorbecke Poverty Indces Ohana Arstondo Caslda Lasso de la Vega Ana Urruta ECINEQ WP 008 91 ECINEC 008-91 August 008 www.ecneq.org

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

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

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

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

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

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

International ejournals

International ejournals Avalable onlne at www.nternatonalejournals.com ISSN 0976 1411 Internatonal ejournals Internatonal ejournal of Mathematcs and Engneerng 7 (010) 86-95 MODELING AND PREDICTING URBAN MALE POPULATION OF BANGLADESH:

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

Work, Offers, and Take-Up: Decomposing the Source of Recent Declines in Employer- Sponsored Insurance

Work, Offers, and Take-Up: Decomposing the Source of Recent Declines in Employer- Sponsored Insurance Work, Offers, and Take-Up: Decomposng the Source of Recent Declnes n Employer- Sponsored Insurance Lnda J. Blumberg and John Holahan The Natonal Bureau of Economc Research (NBER) determned that a recesson

More information

Chapter 4 Calculation of the weight (W0)

Chapter 4 Calculation of the weight (W0) Chapter 4 Calculaton of the weght (W0) 1 Scope of the Famly Income and Expendture Survey (FIES) tems adopted for the weghts In the FIES, lvng expendtures are categorzed as follows: Dsbursements Expendtures

More information

Welfare Aspects in the Realignment of Commercial Framework. between Japan and China

Welfare Aspects in the Realignment of Commercial Framework. between Japan and China Prepared for the 13 th INFORUM World Conference n Huangshan, Chna, July 3 9, 2005 Welfare Aspects n the Realgnment of Commercal Framework between Japan and Chna Toshak Hasegawa Chuo Unversty, Japan Introducton

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

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

The Integration of the Israel Labour Force Survey with the National Insurance File

The Integration of the Israel Labour Force Survey with the National Insurance File The Integraton of the Israel Labour Force Survey wth the Natonal Insurance Fle Natale SHLOMO Central Bureau of Statstcs Kanfey Nesharm St. 66, corner of Bach Street, Jerusalem Natales@cbs.gov.l Abstact:

More information

II. Random Variables. Variable Types. Variables Map Outcomes to Numbers

II. Random Variables. Variable Types. Variables Map Outcomes to Numbers II. Random Varables Random varables operate n much the same way as the outcomes or events n some arbtrary sample space the dstncton s that random varables are smply outcomes that are represented numercally.

More information

Chapter 11: Optimal Portfolio Choice and the Capital Asset Pricing Model

Chapter 11: Optimal Portfolio Choice and the Capital Asset Pricing Model Chapter 11: Optmal Portolo Choce and the CAPM-1 Chapter 11: Optmal Portolo Choce and the Captal Asset Prcng Model Goal: determne the relatonshp between rsk and return key to ths process: examne how nvestors

More information

Measures of Spread IQR and Deviation. For exam X, calculate the mean, median and mode. For exam Y, calculate the mean, median and mode.

Measures of Spread IQR and Deviation. For exam X, calculate the mean, median and mode. For exam Y, calculate the mean, median and mode. Part 4 Measures of Spread IQR and Devaton In Part we learned how the three measures of center offer dfferent ways of provdng us wth a sngle representatve value for a data set. However, consder the followng

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

4. Greek Letters, Value-at-Risk

4. Greek Letters, Value-at-Risk 4 Greek Letters, Value-at-Rsk 4 Value-at-Rsk (Hull s, Chapter 8) Math443 W08, HM Zhu Outlne (Hull, Chap 8) What s Value at Rsk (VaR)? Hstorcal smulatons Monte Carlo smulatons Model based approach Varance-covarance

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

Which of the following provides the most reasonable approximation to the least squares regression line? (a) y=50+10x (b) Y=50+x (d) Y=1+50x

Which of the following provides the most reasonable approximation to the least squares regression line? (a) y=50+10x (b) Y=50+x (d) Y=1+50x Whch of the followng provdes the most reasonable approxmaton to the least squares regresson lne? (a) y=50+10x (b) Y=50+x (c) Y=10+50x (d) Y=1+50x (e) Y=10+x In smple lnear regresson the model that s begn

More information

Principles of Finance

Principles of Finance Prncples of Fnance Grzegorz Trojanowsk Lecture 6: Captal Asset Prcng Model Prncples of Fnance - Lecture 6 1 Lecture 6 materal Requred readng: Elton et al., Chapters 13, 14, and 15 Supplementary readng:

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

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

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

Notes are not permitted in this examination. Do not turn over until you are told to do so by the Invigilator.

Notes are not permitted in this examination. Do not turn over until you are told to do so by the Invigilator. UNIVERSITY OF EAST ANGLIA School of Economcs Man Seres PG Examnaton 2016-17 BANKING ECONOMETRICS ECO-7014A Tme allowed: 2 HOURS Answer ALL FOUR questons. Queston 1 carres a weght of 30%; queston 2 carres

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

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

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

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

Multifactor Term Structure Models

Multifactor Term Structure Models 1 Multfactor Term Structure Models A. Lmtatons of One-Factor Models 1. Returns on bonds of all maturtes are perfectly correlated. 2. Term structure (and prces of every other dervatves) are unquely determned

More information

3: Central Limit Theorem, Systematic Errors

3: Central Limit Theorem, Systematic Errors 3: Central Lmt Theorem, Systematc Errors 1 Errors 1.1 Central Lmt Theorem Ths theorem s of prme mportance when measurng physcal quanttes because usually the mperfectons n the measurements are due to several

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

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

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

Cash Transfer Policies, Taxation and the Fall in Inequality in Brazil An Integrated Microsimulation-CGE Analysis

Cash Transfer Policies, Taxation and the Fall in Inequality in Brazil An Integrated Microsimulation-CGE Analysis INTERNATIONAL JOURNAL OF MICROSIMULATION (2016) 9(1) 55-85 INTERNATIONAL MICROSIMULATION ASSOCIATION Cash Transfer Polces, Taxaton and the Fall n Inequalty n Brazl An Integrated Mcrosmulaton-CGE Analyss

More information

Welsh Government Learning Grant Further Education 2018/19

Welsh Government Learning Grant Further Education 2018/19 Welsh Government Learnng Grant Further Educaton 2018/19 Notes to help you wth the Fnancal Detals Form www.studentfnancewales.co.uk/wglgfe /A 1 How to use these notes These notes are splt nto sectons n

More information

Standardization. Stan Becker, PhD Bloomberg School of Public Health

Standardization. Stan Becker, PhD Bloomberg School of Public Health Ths work s lcensed under a Creatve Commons Attrbuton-NonCommercal-ShareAlke Lcense. Your use of ths materal consttutes acceptance of that lcense and the condtons of use of materals on ths ste. Copyrght

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

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

- 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

/ Computational Genomics. Normalization

/ Computational Genomics. Normalization 0-80 /02-70 Computatonal Genomcs Normalzaton Gene Expresson Analyss Model Computatonal nformaton fuson Bologcal regulatory networks Pattern Recognton Data Analyss clusterng, classfcaton normalzaton, mss.

More information

Household Health System Contributions and Capacity to Pay: Definitional, Empirical, and Technical Challenges

Household Health System Contributions and Capacity to Pay: Definitional, Empirical, and Technical Challenges Chapter 39 Household Health System Contrbutons and Capacty to Pay: Defntonal, Emprcal, and Techncal Challenges Ke Xu, Jan Klavus, Ke Kawabata, Davd B. Evans, Pya Hanvoravongcha, Juan Pablo Ortz, Radh Zeramdn,

More information

Lifetime versus Annual Tax Progressivity: Sweden, *

Lifetime versus Annual Tax Progressivity: Sweden, * Lfetme versus Annual Tax Progressvty: Sweden, 1968 2009 * Nklas Bengtsson, Bertl Holmlund, and Danel Waldenström November 10, 2011 Abstract: Ths paper analyzes the evoluton of tax progressvty n Sweden

More information

Net Pension Liabilities, Intergener Title and Pension Reforms.

Net Pension Liabilities, Intergener Title and Pension Reforms. Net Penson Labltes, Intergener Ttle and Penson Reforms Author(s) Osho, Takash Ctaton Issue 2002-2 Date Type Techncal Report Text Verson publsher URL http://hdl.handle.net/0086/4486 Rght Htotsubash Unversty

More information

Elton, Gruber, Brown and Goetzmann. Modern Portfolio Theory and Investment Analysis, 7th Edition. Solutions to Text Problems: Chapter 4

Elton, Gruber, Brown and Goetzmann. Modern Portfolio Theory and Investment Analysis, 7th Edition. Solutions to Text Problems: Chapter 4 Elton, Gruber, Brown and Goetzmann Modern ortfolo Theory and Investment Analyss, 7th Edton Solutons to Text roblems: Chapter 4 Chapter 4: roblem 1 A. Expected return s the sum of each outcome tmes ts assocated

More information

LECTURE 3. Chapter # 5: Understanding Interest Rates: Determinants and Movements

LECTURE 3. Chapter # 5: Understanding Interest Rates: Determinants and Movements LECTURE 3 Hamza Al alk Econ 3215: oney and ankng Wnter 2007 Chapter # 5: Understandng Interest Rates: Determnants and ovements The Loanable Funds Approach suggests that nterest rate levels are determned

More information

Tests for Two Ordered Categorical Variables

Tests for Two Ordered Categorical Variables Chapter 253 Tests for Two Ordered Categorcal Varables Introducton Ths module computes power and sample sze for tests of ordered categorcal data such as Lkert scale data. Assumng proportonal odds, such

More information

In the 1990s, Japanese economy has experienced a surge in the unemployment rate,

In the 1990s, Japanese economy has experienced a surge in the unemployment rate, Productvty Growth and the female labor supply n Japan Yoko Furukawa * Tomohko Inu Abstract: In the 990s, Japanese economy has experenced a surge n the unemployment rate, and ths s due partly to the recent

More information

Heterogeneity in Expectations, Risk Tolerance, and Household Stock Shares

Heterogeneity in Expectations, Risk Tolerance, and Household Stock Shares Heterogenety n Expectatons, Rsk Tolerance, and Household Stock Shares John Amerks Vanguard Group Gábor Kézd Central European Unversty Mnjoon Lee Unversty of Mchgan Matthew D. Shapro Unversty of Mchgan

More information

EQUALITAS Working Paper No. 39

EQUALITAS Working Paper No. 39 EQUALITAS Workng Paper No. 39 Behavoral Mcrosmulaton of the Impact of In-Work Benefts on Female Labor Supply and Income Dstrbuton: Evdence from Span Lus Ayala Mlagros Panagua Aprl 2016 Behavoral Mcrosmulaton

More information

Stochastic ALM models - General Methodology

Stochastic ALM models - General Methodology Stochastc ALM models - General Methodology Stochastc ALM models are generally mplemented wthn separate modules: A stochastc scenaros generator (ESG) A cash-flow projecton tool (or ALM projecton) For projectng

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

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

THE ECONOMICS OF TAXATION

THE ECONOMICS OF TAXATION THE ECONOMICS OF TAXATION Statc Ramsey Tax School of Economcs, Xamen Unversty Fall 2015 Overvew of Optmal Taxaton Combne lessons on ncdence and effcency costs to analyze optmal desgn of commodty taxes.

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

OCR Statistics 1 Working with data. Section 2: Measures of location

OCR Statistics 1 Working with data. Section 2: Measures of location OCR Statstcs 1 Workng wth data Secton 2: Measures of locaton Notes and Examples These notes have sub-sectons on: The medan Estmatng the medan from grouped data The mean Estmatng the mean from grouped data

More information

c slope = -(1+i)/(1+π 2 ) MRS (between consumption in consecutive time periods) price ratio (across consecutive time periods)

c slope = -(1+i)/(1+π 2 ) MRS (between consumption in consecutive time periods) price ratio (across consecutive time periods) CONSUMPTION-SAVINGS FRAMEWORK (CONTINUED) SEPTEMBER 24, 2013 The Graphcs of the Consumpton-Savngs Model CONSUMER OPTIMIZATION Consumer s decson problem: maxmze lfetme utlty subject to lfetme budget constrant

More information

The Analysis of Net Position Development and the Comparison with GDP Development for Selected Countries of European Union

The Analysis of Net Position Development and the Comparison with GDP Development for Selected Countries of European Union The Analyss of Net Poston Development and the Comparson wth GDP Development for Selected Countres of European Unon JAROSLAV KOVÁRNÍK Faculty of Informatcs and Management, Department of Economcs Unversty

More information

Survey of Math Test #3 Practice Questions Page 1 of 5

Survey of Math Test #3 Practice Questions Page 1 of 5 Test #3 Practce Questons Page 1 of 5 You wll be able to use a calculator, and wll have to use one to answer some questons. Informaton Provded on Test: Smple Interest: Compound Interest: Deprecaton: A =

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

UNIVERSITY OF VICTORIA Midterm June 6, 2018 Solutions

UNIVERSITY OF VICTORIA Midterm June 6, 2018 Solutions UIVERSITY OF VICTORIA Mdterm June 6, 08 Solutons Econ 45 Summer A0 08 age AME: STUDET UMBER: V00 Course ame & o. Descrptve Statstcs and robablty Economcs 45 Secton(s) A0 CR: 3067 Instructor: Betty Johnson

More information

Networks in Finance and Marketing I

Networks in Finance and Marketing I Networks n Fnance and Marketng I Prof. Dr. Danng Hu Department of Informatcs Unversty of Zurch Nov 26th, 2012 Outlne n Introducton: Networks n Fnance n Stock Correlaton Networks n Stock Ownershp Networks

More information

Chapter 15: Debt and Taxes

Chapter 15: Debt and Taxes Chapter 15: Debt and Taxes-1 Chapter 15: Debt and Taxes I. Basc Ideas 1. Corporate Taxes => nterest expense s tax deductble => as debt ncreases, corporate taxes fall => ncentve to fund the frm wth debt

More information

Equilibrium in Prediction Markets with Buyers and Sellers

Equilibrium in Prediction Markets with Buyers and Sellers Equlbrum n Predcton Markets wth Buyers and Sellers Shpra Agrawal Nmrod Megddo Benamn Armbruster Abstract Predcton markets wth buyers and sellers of contracts on multple outcomes are shown to have unque

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

Evaluando la redistribución en el sistema de seguridad social uruguayo 1

Evaluando la redistribución en el sistema de seguridad social uruguayo 1 Evaluando la redstrbucón en el sstema de segurdad socal uruguayo 1 Alvaro Forteza e Irene Musso 2 Departamento de Economía, Facultad de Cencas Socales, Unversdad de la Repúblca, Uruguay 3 Julo, 211 Resumen

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

Trivial lump sum R5.1

Trivial lump sum R5.1 Trval lump sum R5.1 Optons form Once you have flled n ths form, please return t wth the documents we have requested. You can ether post or emal the form and the documents to us. Premer PO Box 108 BLYTH

More information

Accounting Information, Disclosure, and the Cost of Capital

Accounting Information, Disclosure, and the Cost of Capital Unversty of Pennsylvana ScholarlyCommons Accountng Papers Wharton Faculty Research 5-2007 Accountng Informaton, Dsclosure, and the Cost of Captal Rchard A. Lambert Unversty of Pennsylvana Chrstan Leuz

More information

ISE High Income Index Methodology

ISE High Income Index Methodology ISE Hgh Income Index Methodology Index Descrpton The ISE Hgh Income Index s desgned to track the returns and ncome of the top 30 U.S lsted Closed-End Funds. Index Calculaton The ISE Hgh Income Index s

More information

Risk and Returns of Commercial Real Estate: A Property Level Analysis

Risk and Returns of Commercial Real Estate: A Property Level Analysis Rsk and Returns of Commercal Real Estate: A Property Level Analyss Lang Peng Leeds School of Busness Unversty of Colorado at Boulder 419 UCB, Boulder, CO 80309-0419 Emal: lang.peng@colorado.edu Phone:

More information

5. Market Structure and International Trade. Consider the role of economies of scale and market structure in generating intra-industry trade.

5. Market Structure and International Trade. Consider the role of economies of scale and market structure in generating intra-industry trade. Rose-Hulman Insttute of Technology GL458, Internatonal Trade & Globalzaton / K. Chrst 5. Market Structure and Internatonal Trade Learnng Objectves 5. Market Structure and Internatonal Trade Consder the

More information

Can a Force Saving Policy Enhance the Future Happiness of the Society? A Survey study of the Mandatory Provident Fund (MPF) policy in Hong Kong

Can a Force Saving Policy Enhance the Future Happiness of the Society? A Survey study of the Mandatory Provident Fund (MPF) policy in Hong Kong Can a Force Savng Polcy Enhance the Future Happness of the Socety? A Survey study of the Mandatory Provdent Fund (MPF) polcy n Hong Kong Dr. Wa-kee Yuen Department of Economcs Hong Kong Shue Yan Unversty

More information