Distributional Effects of Optimal Commodity Taxes with Minimum Income Programs: micro-simulations for Brazil

Size: px
Start display at page:

Download "Distributional Effects of Optimal Commodity Taxes with Minimum Income Programs: micro-simulations for Brazil"

Transcription

1 Dstrbutonal Effects of Optmal Commodty Taxes wth Mnmum Income Programs: mcro-smulatons for Brazl Ana Luza N.H. Barbosa*, Eduardo P.S. Fuza**, Marcel Scharth**, Sek Asano*** Keywords: Almost Ideal Demand System, Equvalent Income, Optmal commodty taxaton, Socal Welfare Functon, Lump sum subsdy. JEL: H21, H23, H31, D12, D31, D63, C33. ÁREA 6 Economa do Trabalho, Economa Socal e Demografa Abstract Commodty taxes play an mportant role n Brazl and rase around 60% of the total tax revenue. Ths heavy relance renders commodty taxaton one of the man tools avalable to the government for rasng revenue and securng redstrbuton. In fact, Brazlan ncome nequty s one of the hghest n the world: the wealthest 1% of populaton, equvalent to 1.6 mllon people, earn together as much as the 50% poorest, around 80 mllon. The purpose of ths paper s a partal equlbrum numercal smulaton of the dstrbutonal effects of optmal commodty taxaton combned wth mnmum ncome transfers made by the government to households. The approach used to measure households welfare s a money metrc ndrect utlty or equvalent ncome` [Kng (1983)], that underles the Almost Ideal Demand System parameters. We plug t nto the equvalent varaton measure to evaluate the equty effects specfed n terms of the equvalent ncome. The data source s a 1995/1996 natonal household expendture survey, though estmated parameters come from a sample comprsng a 1987/88 wave as well. We fnd that our proposed mnmum ncome programs combned wth selectveness n commodty tax structure would be useful as redstrbuton ncome nstrument among households n Brazl. These results can provde some valuable contrbuton n the context of the ncreasng dscusson about mnmum ncome programs n Brazl assocated wth demographc characterstcs such as educaton and famly sze. * Dretora de Estudos Macroeconômcos, Insttuto de Pesqusa Econômca Aplcada - IPEA, Avenda Pres. Antôno Carlos, 51 / 15 º andar, Ro de Janero - RJ , Brazl. ** Dretora de Estudos Macroeconômcos, Insttuto de Pesqusa Econômca Aplcada IPEA and Pontfíca Unversdade Católca PUC, Ro de Janero, Brazl. *** Department of Economcs, Tokyo Metropoltan Unversty, 1-1 Mnam-Osawa, Hachoj, Tokyo, Japan e-mal: Barbosa: aluza@pea.gov.br, Fuza: fuza@pea.gov.br, Scharth: marcelsf@pea.gov.br, Asano: asano-sek@c.metro-u.ac.jp.

2 1. Introducton The Brazlan tax system as a whole s extremely complex and generates producton and consumpton dstortons. Commodty taxes play an mportant role n the country and rase around 60% of the total tax revenue. Ths heavy relance renders commodty taxaton a subject of consderable polcy mportance and one of the man tools avalable to the government for rasng revenue and securng redstrbuton. In fact, Brazlan ncome nequty s one of the hghest n the world: 1% of the wealthest, equvalent to 1.6 mllon people, earn together as much as the 50% poorest, around 80 mllon. Moreover, absolute poverty reaches around one thrd of the populaton wth a standard of lvng under basc necesstes. Therefore, an analyss of optmal commodty taxes combned wth ncome transfers n Brazl and ts mpact n ncome dstrbuton s of utmost mportance. There has been an ncreasng debate on the use of mnmum ncome programs as a consstent socal polcy measure to cope wth ths problem. In partcular, the Bolsa-Escola s a good example of a cash transfer program targeted to low-ncome famles wth chldren. Ths program, where elgblty s condtoned to school frequency by the dependents at school age, has shown good results both n terms of focus and coverage n the ctes of Brasla, Campnas, Belem and Belo Horzonte. As from Aprl of 2001, the federal government has been mplementng Bolsa-Escola, coverng nearly 98% of the 5,561 muncpaltes n the country. It should be noted that, besdes Bolsa-Escola, there are other cash transfer programs n Brazl that vares from the elgblty crtera to the target populaton. Some of them are the followng: ) Pensons, for whch enttlement s based on contrbutons made to the socal securty system; ) Unemployment Beneft, as long as the worker has not resgned nor been lad off for far reasons; ) a famly allowance pad for all chldren less than 14 years old or dsabled of any age to employees and temporary workers who earn less than near two mnmum wages; v) Bolsa Almentação whch s a transfer targeted to pregnant women and to chldren aged from 6 months to 6 years. 1 Optmal commodty tax systems elct the conflct between effcency and equty concerns n the desgn of commodty taxes that rase requred revenue and obtan gven dstrbuton objectves, at the lowest cost n terms of effcency. Optmal tax models can be solved under alternatve assumptons regardng: the government s concern wth nequalty; household preferences; requred government revenue level; and constrants on ts ablty to tax. The purpose of ths paper s to examne the dstrbutonal effects of optmal commodty taxaton combned wth mnmum ncome programs n Brazl. Our analyss s restrcted to a partal equlbrum treatment and focuses on the effects of alternatve optmal commodty tax systems, combned wth ncome transfers, on the economc welfare of dfferent ncome classes of household. We extend our prevous work (see Asano, Barbosa and Fuza [forthcomng]) by allowng for an ncome transfer to be made by the government accordng to households demographc characterstcs such as the number of chldren at school age n lower ncome households (followng Bolsa-Escola features). Our benchmark s a more generalzed program n whch the government combnes an optmal commodty taxaton system and a unform lump sum ncome transfer made only to the lower ncome households. The approach used to measure household s welfare s a money metrc ndrect utlty, n some contexts also referred to as equvalent ncome and ntroduced by Kng (1983). Welfare 1 Most of these programs stll reman after the new Federal government was establshed n offce n January Recent announcements released by the press ndcate that there wll be some changes towards unfyng the varous cash transfer programs, but the debate has not settled yet. 2

3 effects smulatons are based on the equvalent varaton concept specfed n terms of the equvalent ncome that underles the Almost Ideal Demand System parameters (Almost Ideal Demand System, by Deaton and Muellbauer, 1980). The data source s a 1995/1996 natonal household expendture survey, though estmated parameters come from a sample comprsng a 1987/88 wave as well. The analyss of the extent to whch dstrbutonal goals can be reached n Brazl through commodty taxes, wthn an optmal taxaton framework, has already been consdered n Squera (1997). Her model employed the equvalent measure of consumer surplus to estmate the effects of alternatve tax structures on the welfare of households. The tax structures vared from a system wth two rates of value added tax (VAT), n addton to zero rate on food, combned wth excse dutes on alcoholc beverages and tobacco to a tax system wth a proportonal value added tax on all goods. She also consdered the case that n addton to an optmal commodty tax structure the government made a unform lump sum payment to all households. Squera s results ndcated that a tax system based on two or three rates of VAT, plus some food subsdes and/or drect ncome support for certan household groups, and supplemented by excse on luxury goods, could effectvely mprove socal welfare and advance the objectve of greater equty. The household demand pattern n Squera s model was a Lnear Expendture System (LES) and the data source was ENDEF (Estudo Naconal de Despesas Famlares), a comprehensve survey undertaken from August 1974 to August 1975 n all metropoltan and urban areas, and rural areas n the Southern, Southeastern and Northeastern regons. Sah (1983) consdered the use of commodty taxaton and subsdes n order to mprove the welfare of the worst-off ndvdual, based on U.K. data. He obtaned an upper lmt n terms of the maxmum budget share of the worst-off as a rato of the mnmum average share n the economy. The results pont out to nadequacy of commodty taxaton as a redstrbutve nstrument. Nevertheless, n the Indan case, Majumder (1988), contrary to Ray (1986), found out that the possblty of commodty taxes actng as a major source of redstrbuton cannot be ruled out. Creedy (1999) presented an emprcal analyss of the welfare effects of several ndrect tax reforms n Australa. Emphass was placed on the mplcatons for selected household types. When lookng at all households combned, the results suggested that redstrbuton through possble tax reforms s small. Creedy argues that these results conceal dfferences between dfferent household types. Comparsons among several types of households show that the largest welfare losses are experenced by low total expendture couples wth one chld whle the smallest losses accrue to hgh total expendture couples wth two chldren and low total expendture sngle person retred households. 2 The paper s organzed as follows: n the next secton we ntroduce the approach to measure the welfare mpacts of the alternatve tax systems. We also present the demand specfcaton of the model wth the emprcal results regardng mean shares and elastctes from the AIDS estmaton. Secton III presents optmal commodty tax structure when the only tax polcy nstrument avalable to the government s commodty taxaton. It also shows optmal commodty tax structures combned wth dfferent ncome transfer schemes and presents our methodology to smulate the welfare mpacts on households under these programs. Secton IV descrbes the data used for the smulatons. The results regardng the mpact on household welfare are dscussed n secton V and we sum up wth the concludng remarks of secton VI. 2 Although some of these studes do use an optmal commodty tax framework, none of them appled the same methodology as ours. 3

4 2. The Model 2.1 Welfare Changes Measure The method of measurng the welfare and dstrbutonal effects on dfferent households of alternatve commodty tax reforms uses the Hcksan concept of the equvalent varaton. Ths s defned usng the expendture functon, E(p,U), whch represents the mnmum amount of ncome requred to acheve a gven utlty level U at prces p. The equvalent varaton, EV, s: EV = E(p 0, U 1 ) - E(p 0,U 0 ) (2.1) We assume that there are H households n the economy ndexed by h. Savngs s not ncluded n the model, so ncome and total expendture are treated as synonymous. In the prereform poston household h faces a vector of prces p 0. The term E(p 0,U 0 ) s the total expendture before the prce change, denoted by y 0. After the reform the household faces a new prce vector p 1. Suppose that the prce vector changes from p 0 to p 1, and that U 1 represents the post-change utlty. The equvalent varaton s, therefore, the amount the household would be wllng to pay, n the new stuaton, to avod the prce change. Followng Kng (1983), we use a money metrc measure known as equvalent ncome. Ths s defned as the value of ncome, y e, that at some reference set of prces, p r, gves the same utlty functon as the actual ncome level. In terms of the ndrect utlty functon, y e s therefore defned by V(p r, y e ) = V(p, y). If we use the expendture functon we have y e = E(p r, V(p, y)). When pre-change prces, p 0, are used as reference prces p r the equvalent ncome s gven by E(p 0,U 1 ). 2.2 Demand Specfcaton We assume that the preferences and household demand patterns are based on the Almost Ideal Demand System AIDS, proposed by Deaton & Muellbauer (1980). Ths system has desrable propertes and provdes a flexble approxmaton to the consumer preference structure. The AIDS expendture functon s gven by: β 0 log E(U, p) = log a (p) + U p β (2.2) where U s the utlty ndex, and: ( ) p p p 1 * log a p = α 0+ α log + 2 γ j log.log j j (2.3) The lnear homogenety of the expendture functon wth respect to the prce vector requres the followng constrants: α = 1, γ = γ = β = 0 (2.4) * * j j j By applyng Shephard s lemma to (2.2), we obtan the share equatons: 4

5 y = 1,.., n. (2.5) h h w = α + γjlog p j + β log ( /P) j where w h s the expendture share of good for ndvdual h; p j s the prce of good j (j=1,..,n); y h s total expendture. Hereafter, we drop superscrpt h, for the sake of smplcty n exposton. The prce ndex s a non-lnear prce functon represented by P: log P= log a( p) (2.6) Under (2.4), addng up constrants and homogenety of the demand functons, correspondng to (2.5), are all satsfed. The expendture functon n (2.2) represents the mnmal amount of ncome necessary to acheve a gven level of utlty U at prces p. The parameter α 0 can be nterpreted as the subsstence expendture when all prces are normalzed to one. The model defned by equatons (2.5) and (2.6) s the Almost Ideal Demand System - AIDS (Deaton and Muellbauer [1980]). Also, the AIDS expendture elastctes are gven by: η = 1 + β / w (2.7) It follows that f β s negatve the th group s a necessty, and f β s postve t s a luxury. Invertng the expendture functon, we obtan the AIDS ndrect utlty functon: log( Y) log a( p) v( p, Y) = β 0 p β (2.8) The value of the AIDS ndrect utlty functon les between 0 and 1, and ts monotonc transformaton can be used as a welfare measure. The AIDS parameters, used n our ndrect utlty functon, were estmated by Asano and Fuza (2001). The model ncorporates demographc varables nto the share equatons, n the followng form: = 1,..,n. (2.9) w = α + γ log p + β log( Y / P ) + ω Z h h h j j j k k k where Z k s (k = 1,..,K) are demographc varables, such as famly sze, educaton of the household heads, etc. Underlyng to ths extenson s an adaptaton of the subsstence level to ncorporate demographc varables: h 1 h log a ( p) = α0 + α log p + γ log p log p ω Z log p + j j k 2 j j jk k j (2.10) 5

6 The AIDS form of equvalent ncome s gven by: 1 log y = α + α log p + γ log p log p + ω Z log p 2 h e 0 r j j r rj j k jk k r j β pr 1 h + β0 log y α0 α log p + γj log p log pj + ωjkzk log p j j k j p Shares and Elastctes (2.11) The analyss of the mpact of dfferent tax systems on household s welfare requres consderable nformaton about the preferences and demand patterns of households. Ths secton provdes some useful nformaton about the mean budget shares and the (expendture) elastctes for sample used n the AIDS estmaton. 3 Table I presents the mean expendture and own prce elastctes for Total expendture elastctes (a proxy for ncome elastctes) ndcate that food and housng are the only necesstes n Brazlan utlty functons, whereas furnshngs, clothng, transportaton, health care and personal expenses are found to be luxures. The own-prce elastctes are found to be sgnfcantly negatve. Among them, those for food, housng and furnshngs are sgnfcantly less than one (own-prce nelastc), whle clothng, transportaton and communcaton, health care and personal expenses dsplay own-prce elastctes around 1. 3 See secton 4 for more nformaton about the data sources used n AIDS estmaton and n welfare smulatons. 6

7 Table I Mean Expendture and Prce Elastctes, 1996 Expd. Food Hous Furn Clth Tran Hlth Pers Exp Shares Elastcty (s.e.) ( 0.030) ( 0.043) ( 0.104) ( 0.122) ( 0.069) ( 0.068) ( 0.055) Prce Elastctes Food Hous Furn Clth Tran Hlth Pers Exp Food (t-value) ( ) ( 0.723) ( 0.019) ( 0.322) Hous (t-value) ( ) ( 0.877) Furn (t-value) ( 0.726) ( ) ( 0.294) ( 0.335) ( 0.783) Clth (t-value) ( 0.019) ( 0.293) ( ) ( ) Tran (t-value) ( 0.336) ( ) Hlth (t-value) ( 0.343) ( 0.830) ( ) ( ) Pers Exp (t-value) ( 0.872) ( ) Source: Asano e Fuza (2001). 3. Optmal Commodty Tax Systems and Income Transfers Optmal tax models feature the maxmzaton of a socal welfare functon, subject to a balanced government budget requrement. The trade-off between equty and effcency s taken nto account by ntroducng the government s averson to nequalty nto the socal welfare functon. Ths secton presents alternatve tax structures based on optmal commodty taxes and unform ncome transfers calculated n Asano, Barbosa and Fuza [forthcomng]. We present an extenson of these optmal commodty tax structures n whch we allow for a per capta payment to be made by the government only to the lower ncome households. The case whch optmal commodty taxaton s combned wth a mnmum ncome program drected to lowncome households wth chldren of age from 6 to 15 enrolled n publc elementary schools ( Bolsa-Escola ) s also presented. 3.1 Optmal Tax Rates and Unform Transfers Table II presents three cases of optmal commodty tax structures for seven groups of commodtes. They are: 1.FOOD; 2.HOUS (Housng); 3.FURN (furnshngs); 4.CLOTH (clothng); 7

8 5.TRANS (transportaton and communcaton); 6.HLTH (health and personal care) and 7.PERS_EXP (personal expenses, educaton and readng). The tax rates and lump sum subsdes are presented for two dfferent levels of nequalty averson (ε = 0.25 and ε = 2.00). Ths approach explctly allows for the ntroducton of alternatve value judgments from the government. Needless to say that for hgh levels of ε (n our case when ε = 2.00), the government has a stronger commtment to equty. We assume that the government revenue corresponds to 10% of the consumer s total expendture. Table II OPTIMAL TAX RATES (%) AND UNIFORM LUMP SUM TRANSFERS COMMODITY CASE I CASE II CASE III GROUP ε = 0.25 ε = 2.00 ε = 0.25 ε = 2.00 ε = 0.25 ε = FOOD 12.2% -29% % 301,77% 21.12% % 2. HOUSING 11.5% -10% % 215,85% 18.48% 1.43% 3. FURN 8.1% 27.3% 29.07% 20.62% 10.22% 22.04% 4. CLOTH 10.2% 35.9% 50.47% 73.47% 13.53% 34.29% 5. TRANS 11.4% 53.1% 57.83% 95.29% 15.16% 50.67% 6. HLTH 10.8% 36.8% 60.68% 96.74% 14.76% 36.71% 7.PERS_EXP 10.9% 53% 50.09% 78.99% 14.28% 50.14% LUMP SUM TRANSFER In R$ Sep 1996 Note: n Case III, lump sum transfers are constraned wth a bndng celng equvalent to 50% of the mnmum observed ncome n 1996 (source: Asano, Barbosa and Fuza [forthcomng ]). Case I presents tax rates based on the assumpton that the only tax polcy nstrument avalable to the government s consumpton goods and servces taxaton. When ε = 0.25, the optmal commodty tax structure shows a movement towards unformty. 4 However, for ε = 2.00, when redstrbuton objectves are hgher, there s a selectveness n tax rates. In partcular, food and housng groups are subsdzed and the tax rates for the other groups ncrease sgnfcantly. Case II reports tax rates for the stuaton when the government, n addton to commodty taxes, sets an optmal unform per-capta lump sum payment to all households. Ths payment works as a unversal beneft unform to all households. The man results for ths case are the strkngly hgh levels of commodty tax rates and optmal lump sum subsdes for all levels of nequalty averson parameters. In Case III we show optmal tax rates combned wth a constrant n the optmal lump sum transfer (obtaned n the last case). The constrant s equal to 50% of the mnmum observed ncome (we call t as bonus rate = 0.5). The results show hgher tax rates (and lower subsdes) than Case I and lower values of lumps sum transfers (than case II), whch remans stable for both values of nequalty averson ε = 0.25 and ε = When ε s near zero, there s no concern for nequalty. In ths stuaton, a unform rate of tax on all goods s equvalent to a tax on labor alone. Ths corresponds to the conventonal prescrpton f there s a completely nelastc factor, ths should bear all the tax (Atknson and Stgltz, 1972). Therefore, as Asano, Barbosa and Fuza [forthcomng] assumed that labor supply s completely nelastc, the optmal commodty tax rate structure s unform. 8

9 3.2 Transfers to the Lower Income Households We also extend our analyss by allowng for a per capta payment to be made by the government only to the lower ncome households. Ths ncome transfer s also a unversal beneft but, dfferent from case III, t s restrcted only to the poorer households. We assume that ths mnmum ncome polcy guarantees that each household gets 50% of the mnmum wage per capta. So f the household already earns that ncome or more, he gets no transfer. Ths exercse was based on the mnmum wage value of September 1996, whch was R$ per month. Table III OPTIMAL TAX RATES (%) AND TRANSFERS TO LOWER INCOME HOUSEHOLDS (CASE IV) COMMODITY ε = 0.25 ε = 2.00 GROUP 1. FOOD 11.01% % 2. HOUSING 10.57% -4.08% 3. FURN 7.73% 25.69% 4. CLOTH 9.65% 30.47% 5. TRANS 10.84% 35.40% 6. HLTH 10.25% 30.78% 7.PERS_EXP 10.39% 38.76% TRANSFERS (PER-CAPITA)* R$ R$ In R$ Sep 1996 *half of the mnmum wage per year. The commodty tax structure shown n Table III s qute smlar to Cases I and III presented n Table II. For low value of nequalty averson parameter (ε = 0.25), the commodty groups that are more prce nelastc, food and housng, hgh tax rates n comparson to the stuaton when there s a stronger commtment to redstrbuton objectves (ε = 2.00). In ths case, both tems are subsdzed. As regards the other commodtes, there s a sgnfcant ncrease n ther tax rates when the nequalty averson ncreases. One mportant feature to stress n the results presented n table III s that even when the mnmum ncome polcy s ntroduced, a subsdy for food and housng s needed to mprove welfare. Therefore, we conclude that ntroducton of transfers to lower households may stll gves some room to commodty taxaton as a redstrbuton nstrument. Ths subject s analyzed n secton Optmal Commodty Tax Rates combned wth Bolsa-Escola The Bolsa-Escola federal program was ntroduced n 2001 by the federal government. It came out as an unfoldng of a prevous federal mnmum ncome program Programa de Garanta de Renda Mínma (PGRM), whch lasted two years (1998/2000 perod). The target populaton of Bolsa-Escola Federal low-ncome households wth chldren of age from 6 to 15 enrolled n publc elementary schools. The elgblty crtera of Bolsa-Escola federal s the students mnmum school attendance of 85% and that households must have a per-capta ncome of maxmum 50% of mnmum wage. The ncome benefts are R$ per chld, wth a constrant to R$45.00 per household. 9

10 Followng the characterstcs of Bolsa-Escola federal, we also extend our analyss by allowng for a per capta payment to be made by the government only to the lower ncome households wth chldren of age from 6 to 15. The ncome transfer s equal to R$15.00 per chld and t s constraned to R$45.00 per household. Ths program s a more specfc mnmum ncome polcy than the one presented n secton 3.2 (case IV), n the sense that the latter has a larger target populaton than ths one. Optmal commodty tax structures n ths case are qute smlar to the ones obtaned n case IV presented n table III, for both values of nequalty averson parameter (ε = 0.25 and ε = 2.00). Table IV dsplays the optmal tax rates for the case n whch ncome benefts are assocated to Bolsa-Escola program (case V). Table IV OPTIMAL TAX RATES (%) AND BOLSA-ESCOLA (CASE V) COMMODITY ε = 0.25 ε = 2.00 GROUP 1. FOOD 12.26% % 2. HOUSING 11.56% -9.80% 3. FURN 8.06% 26.76% 4. CLOTH 10.15% 35.47% 5. TRANS 11.40% 52.65% 6. HLTH 10.83% 36.47% 7.PERS_EXP 10.90% 52.53% TRANSFERS (PER-CHILD)* R$ R$ In R$ Sep 1996 *ths value, R$145.20, represents the ncome beneft per year n 2001, R$ , adjusted for nflaton to September,1996. We choose to ncrease the beneft value of Bolsa-Escola n order to have a hgher dstrbutonal mpact. Therefore, we ncrease the ncome benefts regardng Bolsa-Escola Federal to R$ 22,50 and R$30.00 per chld, n R$ 2001 terms (1.5 and 2 of the federal value beneft, respectvely). Ths ncrease n the ncome transfer generated an optmal commodty tax rates structure qute smlar to the prevous Bolsa-Escola case presented n table IV. Optmal commodty tax rates for the hgher benefts values are presented n table V. Table V OPTIMAL TAX RATES (%) AND CONSTRAINED BOLSA-ESCOLA (CASE VI) COMMODITY ε = 0.25 ε = 2.00 ε = 0.25 ε = 2.00 GROUP 1.5 X FEDERAL VALUE 2 X FEDERAL VALUE 1. FOOD 12.30% % 12.32% % 2. HOUSING 11.58% -9.68% 11.59% -9.35% 3. FURN 8.05% 26.49% 8.44% 25.75% 4. CLOTH 10.15% 35.29% 10.14% 34.77% 5. TRANS 11.39% 52.39% 11.39% 51.64% 6. HLTH 10.83% 36.32% 10.82% 35.91% 7.PERS_EXP 10.89% 52.28% 10.88% 51.57% TRANSFERS (PER-CHILD)* R$ R$ R$ R$ In R$ Sep 1996 *all values represent the ncome beneft per year n 2001, adjusted for nflaton to September,

11 4.Data The AIDS parameters are obtaned from Asano and Fuza (2001). The estmaton of the demand system was based on famly-level expendture data for seven consumpton categores and ther correspondng prce ndexes: food; housng; furnshngs; clothng; transportaton and communcaton; health and personal care and personal expenses, educaton and readng. The data sources for expendtures are two waves of natonal expendture surveys conducted n 1987/88 and 1995/96, and sources for prce ndexes are the monthly natonal survey consumer prces. Correspondng prce ndexes were constructed n a way to allow a comparson of prces both across perods and regons. The regons surveyed are the metropoltan areas of São Paulo, Ro de Janero, Porto Alegre, Belo Horzonte, Recfe, Belém, Fortaleza, Salvador and Curtba, besdes the ctes of Brasla-DF and Goâna. In the present study we assume that the tax structure s common to all ndvduals. We also restrct our ntal analyss to Sao Paulo households. The welfare analyss assocated wth the alternatve optmal commodty tax structures presented n prevous sectons s smulated for 587 household observatons sampled from a populaton of more than 8,200,000 ndvduals. 5 The household sample s dsaggregated n 40 per-capta expendture classes (2.5 percent quantles). Therefore, equvalent varatons are calculated for each of these 40 total expendture classes. 5. Results Gven the estmates of AIDS parameters and the equvalent varaton calculaton we present the results regardng welfare effects on consumers for the specfed optmal tax structures combned wth the dfferent ncome transfers schemes It s mportant to pont out that postve values of EV (or EV/y 0 ) mean a gan n household s welfare from the tax change. Fgures I, II, III, IV and V report the welfare effects for all the fve cases regardng the alternatve tax systems, presentng the EV/y 0 rato, for ε = 0.25 and ε = One mportant feature presented n all fgures s that, except for case II, the rato EV/y 0 remans qute stable along household expendture classes (quantles), for ε = Ths s an expected result because as t s shown n tables II and III of secton 3 and table IV of secton 4 there s a movement towards unformty n commodty tax rates for low values of nequalty averson parameter (specfcally, n cases I, IV and V). Therefore an equal proportonal ncrease n all prces has no redstrbuton effect snce there s an equal proportonal reducton n real ncomes for all households. As our man concern s on the dstrbutonal mpact on households welfare we focus on the equvalent varatons ratos for the hgher value of nequalty averson, ε = It can be seen n all fgures that the rato EV/y 0 s postve for the lowest expendture quantles, a result that presents a welfare mprovement through the optmal tax systems for these expendture classes. Fgure I presents the equvalent varaton rates based on an optmal tax structure wthout ncome transfers to households (case I). We can see n ths fgure that the welfare gan for the lowest expendture quantles (less than 5% of orgnal expendture) s the lowest among all cases. Therefore, the ncluson of a mnmum ncome polcy assocated wth ncome transfers s extremely mportant for the welfare mprovement of lower ncome households. Except for fgure I, all fgures represents a combnaton of optmal commodty taxaton wth some knd of mnmum program polcy. 5 Ths populaton correspond to households earnng from 1 to 40 mnmum wages (total household ncome). 11

12 The results n Fgure II, regardng case II optmal tax rates and unconstraned optmal lump sum, show a hghest welfare gan for the lower ncome households among all the alternatve taxbeneft systems. The hghest EV/y 0 rato s near 400% of orgnal expendture. However, the hgher ncome households ncur the hghest losses (a negatve EV/y 0 rato) n comparson to the other fgures. As t s shown n table I (secton 3), the optmal lump sum transfers obtaned n ths case are extremely hgh. Although commodty tax rates are also hgh and present a regressve nature n ts structure, the strkngly hgh levels of optmal transfers can be the man explanaton for such a remarkably welfare gan n comparson to the others tax systems. Fgure III presents the EV/y 0 ratos regardng case III optmal tax rates combned wth a constrant n the optmal lump sum transfer. The results shown n fgure III are smlar n structure to those presented n fgure II. However, as we are constranng ncome transfers to all households, welfare gans are lower than those shown n fgure II. The hghest gan accrung to low ncome households corresponds to a fgure slghtly above 40% of the orgnal expendture. Fgure IV show the results based on the mnmum ncome polcy that guarantees a per-capta ncome for the lower households. The hghest welfare gan for ths program s close to the one obtaned n fgure III (more than 40% of orgnal expendture). However, the very low expendture quantles present a welfare gan less than ths rate. The results for the school stpend program ( Bolsa-Escola ) are presented n Fgure V. We note that there are fewer households who effectvely beneft from ths program as compared to the other mnmum ncome programs we have shown. Ths s explaned by the fact that the populaton elgble for the Bolsa-Escola s smaller than the other three mnmum ncome programs. 6 Ths fact appears also n fgure IV, the mnmum ncome polcy that guarantees 50% of mnmum wage to the lower ncome households. In the last case, the mnmum program also restrcts the target populaton. The results shown n Fgure VI are qute smlar to the ones n Fgure I, where no transfer s made. As regards the household welfare mpact wth the ncrease n the ncome beneft (we double t), we found an ncrease n the EV/y 0 ratos, whch ndcates an mprovement n welfare gan for the lower ncome households. Ths result s presented n Fgure VI. 7. Concludng Remarks The purpose of ths paper s to examne the dstrbutonal effects of optmal commodty taxaton combned wth cash transfer programs n Brazl. Our analyss s restrcted to a partal equlbrum treatment and focuses on the effects of alternatve optmal commodty tax-beneft systems on the economc welfare of households n dfferent ncome strata. Preferences and household demand patterns used n our welfare mpact smulatons are based on a complete demand system estmated wth a flexble functonal form, the Almost Ideal Demand System (by Deaton and Muellbauer [1980]). Preference parameters estmates are consstent wth mcroeconomc demand theory and allow for an accurate evaluaton of the smulated gan and losses of households welfare. As stressed by Creedy (1999, p.56): the fundamental requrement of any detaled analyss of welfare changes s a sutable consumer demand model, along wth emprcal estmates of the requred demand functons. 6 It s worth remndng that the man targets of ths knd of program may be outsde our restrcted populaton, snce we have performed a lower bound ncome truncaton for the sake of the demand estmaton and we are smulatng results only for São Paulo, the wealthest State of Brazl, so the coverage of the program n the real world s expected to be much hgher. On the other hand, extendng the smulaton to the households wth total ncome below one mnmum wage wll not take nto account the dfference on consumpton behavor (self-consumpton, donatons, etc), whch are heavly present n these segments. 12

13 Our results show that under the proposed optmal commodty tax systems combned wth mnmum ncome programs the welfare gans on low ncome households are hgher n comparson to the stuaton n whch the government gves no ncome transfers to households. These results ndcate that mnmum ncome programs combned wth selectveness n commodty tax structure (wth subsdes n food and housng) would be useful as redstrbuton nstrument among households. More specfcally, the Bolsa-Escola smulatons can be of help n the debate on the need of a general expanson of educaton to reduce poverty and nequalty n Brazl. Barros, Henrques and Mendonça (2000) found out that 40% of overall nequalty n the Brazlan personal dstrbuton of ncome could be ascrbed to educaton. In a recent study, Ferrera and Lete (2002) present some results of a mcro-smulaton exercse for the State of Ceará. They suggest that broad-based polces amed at ncreasng educatonal attanment would have substantal mpacts on poverty reducton, but muted effects on nequalty. Some fnal remarks should be stressed. Our results focus on detaled comparsons of the equvalent varatons resultng from alternatve optmal tax-beneft systems. No attempt was made to produce an overall summary measure. Socal evaluatons of the tax-benefts systems are certanly a useful extenson and can be made usng a specfed socal welfare functon, expressed n terms of the dstrbuton of equvalent ncomes. The ncluson of labor supply n our model would be also desrable to examne the labor supply responses of ndvduals, as well as the mpact of the alternatve reforms on the households welfare. Nevertheless, we beleve that our emprcal fndngs provde a valuable contrbuton n the context of the ncreasng dscusson about mnmum ncome programs and the current tax polcy debate n Brazl, where dstrbutve goals have a great mportance n the agenda. 13

14 Fgures Fgure I 10 Optmal tax No Lump Sum Transfer 5 (% Intal Income) ε =0.25 ε = Orgnal Total Expendture Quantles Fgure II Optmal tax Optmal Lump Sum Transfer (% of Intal Expendture) ε =2.00 ε = Orgnal Total Expendture Quantles 14

15 Fgure III Optmal tax Constraned Lump Sum Bonus Rate= 0.5 (% of Intal Expendture) ε = ε = Orgnal Total Expendture Quantles Fgure IV 50 Optmal tax Mnmum Income Poll Transfer 40 (% of Intal of Expendture) ε =2.00 ε = Orgnal Total Expendture Quantles 15

16 Fgure V Optmal tax Constraned Bolsa-Escola (1x Federal value) (% Intal Income) ε =2.00 ε = Orgnal Total Expendture Quantles Fgure VI (% Intal Income) Optmal tax Constraned Bolsa-Escola (2 x Federal value) 1 40 ε =0.25 ε =2.00 Orgnal Total Expendture Quantles 16

17 References ASANO, S. & FIUZA, E.P.S. (2001). Estmaton of the Brazlan Consumer Demand System. Ro de Janero, IPEA. (Texto para Dscussão No. 793). & BARBOSA, A.N.H. (forthcomng). Optmal commmodty taxes n Brazl wth AIDS preferences. Revsta Braslera de Economa. ATKINSON, A. & STIGLITZ, J.E. (1972). The Structure of Indrect Taxaton and Economc Effcency. Journal of Publc Economcs 1: BARROS, R., HENRIQUES,R. & MENDONÇA,R. (2000). Pelo Fm das Décadas Perddas: Educação e Desenvolvmento Sustentado no Brasl, n Henrques (ed.) Desgualdade e Pobreza no Brasl. Ro de Janero, IPEA. CREEDY, J. (1999). Modellng Indrect Taxes and Tax Reform. Cheltenham (UK) e Northampton (MA, USA): Edward Elgar. DEATON, A. & MUELLBAUER J.(1980). An Almost Ideal System. Amercan Economc Revew, 70 (3): FERREIRA, F. & LEITE, P. (2002). Educatonal Expanson and Income Dstrbuton. A Mcro-Smulaton for Ceará. Ro de Janero, PUC.(Texto para Dscussão No.456). KING, M. A. (1983). Welfare analyss of tax reforms usng household data. Journal of Publc Economcs, 21, LAVINAS, L & VARSANO, R. (1997). Programas de Garanta de Renda Mínma e Ação Coordenada de Combate à Pobreza. Ro de Janero, IPEA. (Texto para Dscussão No.534). MAJUMDER, A. (1988). A note on optmal commodty taxaton n Inda. Economc Letters, 27, RAY, R. (1986). Senstvty of Optmal commodty tax rates to alternatve demand functonal forms. An econometrc case study of Inda. Journal of Publc Economcs, 31, ROCHA, S. (2000). Applyng Mnmum Income Programs n Brazl. Two Case Studes: Belém and Belo Horzonte. Ro de Janero, IPEA. (Texto para Dscussão, N0.746) SIQUEIRA, R. (1997). Redstrbutve effects of alternatve ndrect tax reforms for Brazl. Economa Aplcada 1 (3):

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

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

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

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

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

PRESS RELEASE. The evolution of the Consumer Price Index (CPI) of March 2017 (reference year 2009=100.0) is depicted as follows:

PRESS RELEASE. The evolution of the Consumer Price Index (CPI) of March 2017 (reference year 2009=100.0) is depicted as follows: HELLENIC EPUBLIC HELLENIC STATISTICAL AUTHOITY Praeus, Aprl 27 PESS ELEASE CONSUME PICE INDEX: March 27, annual nflaton.7% The evoluton of the Consumer Prce Index (CPI) of March 27 (reference year 29=.)

More information

PRESS RELEASE. CONSUMER PRICE INDEX: December 2016, annual inflation 0.0% HELLENIC REPUBLIC HELLENIC STATISTICAL AUTHORITY Piraeus, 11 January 2017

PRESS RELEASE. CONSUMER PRICE INDEX: December 2016, annual inflation 0.0% HELLENIC REPUBLIC HELLENIC STATISTICAL AUTHORITY Piraeus, 11 January 2017 HELLENIC EPUBLIC HELLENIC STATISTICAL AUTHOITY Praeus, 11 January 2017 PESS ELEASE CONSUME PICE INDE: December 2016, annual nflaton % The Consumer Prce Index (CPI), wth reference year 2009=10, n December

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

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

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

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

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

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

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

Political Economy and Trade Policy

Political Economy and Trade Policy Poltcal Economy and Trade Polcy Motvaton When asked why no free trade?, most nternatonal economsts respond t must be poltcs In representatve democraces, trade polcy shaped not only by general electorate,

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

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

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

Highlights of the Macroprudential Report for June 2018

Highlights of the Macroprudential Report for June 2018 Hghlghts of the Macroprudental Report for June 2018 October 2018 FINANCIAL STABILITY DEPARTMENT Preface Bank of Jamaca frequently conducts assessments of the reslence and strength of the fnancal system.

More information

Impacts of Population Aging on Economic Growth and Structure Change in China

Impacts of Population Aging on Economic Growth and Structure Change in China Impacts of Populaton Agng on Economc Growth and Structure Change n Chna The feature of Chnese demographc structure s changng from a hgh fertlty rate, hgh death rate and low lfe expectancy to low fertlty

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

- 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

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

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

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

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

Flight Delays, Capacity Investment and Welfare under Air Transport Supply-demand Equilibrium

Flight Delays, Capacity Investment and Welfare under Air Transport Supply-demand Equilibrium Flght Delays, Capacty Investment and Welfare under Ar Transport Supply-demand Equlbrum Bo Zou 1, Mark Hansen 2 1 Unversty of Illnos at Chcago 2 Unversty of Calforna at Berkeley 2 Total economc mpact of

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

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

Prospect Theory and Asset Prices

Prospect Theory and Asset Prices Fnance 400 A. Penat - G. Pennacch Prospect Theory and Asset Prces These notes consder the asset prcng mplcatons of nvestor behavor that ncorporates Prospect Theory. It summarzes an artcle by N. Barbers,

More information

2. Equlibrium and Efficiency

2. Equlibrium and Efficiency . Equlbrum and Effcency . Introducton competton and effcency Smt s nvsble and model of compettve economy combne ndependent decson-makng of consumers and frms nto a complete model of te economy exstence

More information

A MODEL OF COMPETITION AMONG TELECOMMUNICATION SERVICE PROVIDERS BASED ON REPEATED GAME

A MODEL OF COMPETITION AMONG TELECOMMUNICATION SERVICE PROVIDERS BASED ON REPEATED GAME A MODEL OF COMPETITION AMONG TELECOMMUNICATION SERVICE PROVIDERS BASED ON REPEATED GAME Vesna Radonć Đogatovć, Valentna Radočć Unversty of Belgrade Faculty of Transport and Traffc Engneerng Belgrade, Serba

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

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

Effects of Model Specification and Demographic Variables on Food. Consumption: Microdata Evidence from Jiangsu, China. The Area of Focus:

Effects of Model Specification and Demographic Variables on Food. Consumption: Microdata Evidence from Jiangsu, China. The Area of Focus: Effects of Model Specfcaton and Demographc Varables on Food Consumpton: Mcrodata Evdence from Jangsu, Chna Kang Ernest Lu lu.320@osu.edu and Wen S. Chern chern.1@osu.edu Department of Agrcultural, Envronmental,

More information

Consumer Demand System Estimation and Value Added Tax Reforms in the Czech Republic *

Consumer Demand System Estimation and Value Added Tax Reforms in the Czech Republic * JEL classfcaton: D1; H0; H31 Keywords: consumer behavor, demand system, QUAIDS, tax reforms, value added tax Consumer Demand System Estmaton and Value Added Tax Reforms n the Czech Republc * Petr JANSKÝ

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

>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

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

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

Chapter 6. Ex-Ante Evaluation of Policy Reforms using Behavioral Models. François Bourguignon and Francisco H.G. Ferreira

Chapter 6. Ex-Ante Evaluation of Policy Reforms using Behavioral Models. François Bourguignon and Francisco H.G. Ferreira Chapter 6 Ex-Ante Evaluaton of Polcy Reforms (Bourgugnon & Ferrera) Chapter 6 Ex-Ante Evaluaton of Polcy Reforms usng Behavoral Models Franços Bourgugnon and Francsco H.G. Ferrera Abstract. The tools for

More information

Lecture Note 2 Time Value of Money

Lecture Note 2 Time Value of Money Seg250 Management Prncples for Engneerng Managers Lecture ote 2 Tme Value of Money Department of Systems Engneerng and Engneerng Management The Chnese Unversty of Hong Kong Interest: The Cost of Money

More information

Labor Market Transitions in Peru

Labor Market Transitions in Peru Labor Market Transtons n Peru Javer Herrera* Davd Rosas Shady** *IRD and INEI, E-mal: jherrera@ne.gob.pe ** IADB, E-mal: davdro@adb.org The Issue U s one of the major ssues n Peru However: - The U rate

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

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

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

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

Online Appendix for Merger Review for Markets with Buyer Power

Online Appendix for Merger Review for Markets with Buyer Power Onlne Appendx for Merger Revew for Markets wth Buyer Power Smon Loertscher Lesle M. Marx July 23, 2018 Introducton In ths appendx we extend the framework of Loertscher and Marx (forthcomng) to allow two

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

Household Size Economies: Malaysian Evidence

Household Size Economies: Malaysian Evidence Economc Analyss & Polcy, Vol. 41 No. 2, september 2011 Household Sze Economes: Malaysan Evdence Thayoong Penny Mok 1 The Treasury, Wellngton 6140, New Zealand (Emal: penny.mok@treasury.govt.nz) and Glls

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

Household Energy Demand and the Equity and Efficiency Aspects of. Subsidy Reform in Indonesia

Household Energy Demand and the Equity and Efficiency Aspects of. Subsidy Reform in Indonesia Household Energy Demand and the Equty and Effcency Aspects of Subsdy Reform n Indonesa Susan Olva Department of Agrcultural and Resource Economcs Unversty of Calforna, Davs olva@prmal.ucdavs.edu John bson

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

Part I Modelling Money in General Equilibrium: a Primer Lecture 3 Welfare Cost of Inflation in the Basic MIU model

Part I Modelling Money in General Equilibrium: a Primer Lecture 3 Welfare Cost of Inflation in the Basic MIU model Part I Modellng Money n General Equlbrum: a Prmer Lecture 3 Welfare Cost of Inflaton n the Basc MIU model Leopold von Thadden European Central Bank and Unversty of Manz Monetary and Fscal Polcy Issues

More information

Money, Banking, and Financial Markets (Econ 353) Midterm Examination I June 27, Name Univ. Id #

Money, Banking, and Financial Markets (Econ 353) Midterm Examination I June 27, Name Univ. Id # Money, Bankng, and Fnancal Markets (Econ 353) Mdterm Examnaton I June 27, 2005 Name Unv. Id # Note: Each multple-choce queston s worth 4 ponts. Problems 20, 21, and 22 carry 10, 8, and 10 ponts, respectvely.

More information

Capability Analysis. Chapter 255. Introduction. Capability Analysis

Capability Analysis. Chapter 255. Introduction. Capability Analysis Chapter 55 Introducton Ths procedure summarzes the performance of a process based on user-specfed specfcaton lmts. The observed performance as well as the performance relatve to the Normal dstrbuton are

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

February Abstract

February Abstract Labor Supply, consumpton and domestc producton: a new method to estmate labor supply elastctes Franços Gardes, Pars School of Economcs, Unversté Pars I Panthéon-Sorbonne 1 Davd N. Margols, Pars School

More information

THE WILLIAM DAVIDSON INSTITUTE AT THE UNIVERSITY OF MICHIGAN BUSINESS SCHOOL

THE WILLIAM DAVIDSON INSTITUTE AT THE UNIVERSITY OF MICHIGAN BUSINESS SCHOOL THE WILLIAM DAVIDSON INSTITUTE AT THE UNIVERSITY OF MICHIGAN BUSINESS SCHOOL Ex-ante Evaluaton of Condtonal Cash Transfer Programs: The Case of Bolsa Escola By: Franços Bourgugnon, Francsco H. G. Ferrera

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

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

Estimation of Wage Equations in Australia: Allowing for Censored Observations of Labour Supply *

Estimation of Wage Equations in Australia: Allowing for Censored Observations of Labour Supply * Estmaton of Wage Equatons n Australa: Allowng for Censored Observatons of Labour Supply * Guyonne Kalb and Rosanna Scutella* Melbourne Insttute of Appled Economc and Socal Research The Unversty of Melbourne

More information

Economic Effects of the Corporate Income Tax Reforms: A Computable General Equilibrium Approach

Economic Effects of the Corporate Income Tax Reforms: A Computable General Equilibrium Approach Economc Effects of the Corporate Income Tax Reforms: A Computable General Equlbrum Approach Sung Ta Km Insll Y Chong-Bum An Sang-Don Lee Recently reform of the corporate ncome tax (CIT hereafter) s becomng

More information

Optimal policy for FDI incentives: An auction theory approach

Optimal policy for FDI incentives: An auction theory approach European Research Studes, Volume XII, Issue (3), 009 Optmal polcy for FDI ncentves: An aucton theory approach Abstract: Israel Lusk*, Mos Rosenbom** A multnatonal corporaton s (MNC) entry nto a host country

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

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

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

Bid-auction framework for microsimulation of location choice with endogenous real estate prices

Bid-auction framework for microsimulation of location choice with endogenous real estate prices Bd-aucton framework for mcrosmulaton of locaton choce wth endogenous real estate prces Rcardo Hurtuba Mchel Berlare Francsco Martínez Urbancs Termas de Chllán, Chle March 28 th 2012 Outlne 1) Motvaton

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

CS 286r: Matching and Market Design Lecture 2 Combinatorial Markets, Walrasian Equilibrium, Tâtonnement

CS 286r: Matching and Market Design Lecture 2 Combinatorial Markets, Walrasian Equilibrium, Tâtonnement CS 286r: Matchng and Market Desgn Lecture 2 Combnatoral Markets, Walrasan Equlbrum, Tâtonnement Matchng and Money Recall: Last tme we descrbed the Hungaran Method for computng a maxmumweght bpartte matchng.

More information

UNIVERSITY OF WAIKATO. Hamilton New Zealand. Household Energy Demand and the Equity and Efficiency Aspects of Subsidy Reform in Indonesia

UNIVERSITY OF WAIKATO. Hamilton New Zealand. Household Energy Demand and the Equity and Efficiency Aspects of Subsidy Reform in Indonesia UNIVERSITY OF WAIKATO Hamlton New Zealand Household Energy Demand and the Equty and Effcency Aspects of Subsdy Reform n Indonesa Susan Olva Unversty of Calforna, Davs John Gbson Unversty of Wakato Department

More information

The Impact of In-Work Benefits on Female Labor Supply and Income Distribution in Spain

The Impact of In-Work Benefits on Female Labor Supply and Income Distribution in Spain EM 17/17 The Impact of In-Work Benefts on Female Labor Supply and Income Dstrbuton n Span Lus Ayala and Mlagros Panagua October 2017 Abstract The Impact of In-Work Benefts on Female Labor Supply and Income

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

Least Cost Strategies for Complying with New NOx Emissions Limits

Least Cost Strategies for Complying with New NOx Emissions Limits Least Cost Strateges for Complyng wth New NOx Emssons Lmts Internatonal Assocaton for Energy Economcs New England Chapter Presented by Assef A. Zoban Tabors Caramans & Assocates Cambrdge, MA 02138 January

More information

WPS4077 THE COMPOSITION OF GROWTH MATTERS FOR POVERTY ALLEVIATION * Abstract

WPS4077 THE COMPOSITION OF GROWTH MATTERS FOR POVERTY ALLEVIATION * Abstract Publc Dsclosure Authorzed Publc Dsclosure Authorzed Publc Dsclosure Authorzed Publc Dsclosure Authorzed THE COMPOSITION OF GROWTH MATTERS FOR POVERTY ALLEVIATION * Norman Loayza The World Bank Abstract

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

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

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

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

Likelihood Fits. Craig Blocker Brandeis August 23, 2004

Likelihood Fits. Craig Blocker Brandeis August 23, 2004 Lkelhood Fts Crag Blocker Brandes August 23, 2004 Outlne I. What s the queston? II. Lkelhood Bascs III. Mathematcal Propertes IV. Uncertantes on Parameters V. Mscellaneous VI. Goodness of Ft VII. Comparson

More information

Optimal income taxation of lone mothers: an empirical comparison for Germany and the UK

Optimal income taxation of lone mothers: an empirical comparison for Germany and the UK Optmal ncome taxaton of lone mothers: an emprcal comparson for Germany and the UK by Rchard Blundell b,c, Mke Brewer b, Peter Haan a and Andrew Shephard b June 2006 Abstract Acknowledgement : Fnancal support

More information

Computation of the Compensating Variation within a Random Utility Model Using GAUSS Software

Computation of the Compensating Variation within a Random Utility Model Using GAUSS Software Modern Economy, 211, 2, 383-389 do:1.4236/me.211.2341 Publshed Onlne July 211 (http://www.scrp.org/journal/me) Computaton of the Compensatng Varaton wthn a Random Utlty Model Usng GAUSS Software Abstract

More information

Bilateral Trade Flows and Nontraded Goods

Bilateral Trade Flows and Nontraded Goods Blateral Trade Flos and Nontraded Goods Yh-mng Ln Department of Appled Economcs, Natonal Chay Unversty, Taan, R.O.C. Emal: yxl173@mal.ncyu.edu.t Abstract Ths paper develops a monopolstc competton model

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

Analysis of Household Demand for Food in South Africa: Model Selection, Expenditure Endogeneity, and the Influence of Socio- Demographic Effects

Analysis of Household Demand for Food in South Africa: Model Selection, Expenditure Endogeneity, and the Influence of Socio- Demographic Effects Analyss of Household Demand for Food n South Afrca: Model Selecton, Expendture Endogenety, and the Influence of Soco- Demographc Effects Lesba Bopape and Robert Myers Abstract Ths study analyzes food expendture

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

BALANCING EQUALIZATION WITH INCREASED REVENUE FOR EDUCATION: EXPANSION OF LOCAL TAX EFFORT UNDER NEW MEXICO S STATE EQUALIZATION GUARANTEE

BALANCING EQUALIZATION WITH INCREASED REVENUE FOR EDUCATION: EXPANSION OF LOCAL TAX EFFORT UNDER NEW MEXICO S STATE EQUALIZATION GUARANTEE BALANCING EQUALIZATION WITH INCREASED REVENUE FOR EDUCATION: EXPANSION OF LOCAL TAX EFFORT UNDER NEW MEXICO S STATE EQUALIZATION GUARANTEE Ian M. Kleats Ths paper attempts to examne the capacty of New

More information

THE IMPORTANCE OF THE NUMBER OF DIFFERENT AGENTS IN A HETEROGENEOUS ASSET-PRICING MODEL WOUTER J. DEN HAAN

THE IMPORTANCE OF THE NUMBER OF DIFFERENT AGENTS IN A HETEROGENEOUS ASSET-PRICING MODEL WOUTER J. DEN HAAN THE IMPORTANCE OF THE NUMBER OF DIFFERENT AGENTS IN A HETEROGENEOUS ASSET-PRICING MODEL WOUTER J. DEN HAAN Department of Economcs, Unversty of Calforna at San Dego and Natonal Bureau of Economc Research

More information

Parental Time Restrictions and the Cost of Children: Insights from a Survey among Mothers

Parental Time Restrictions and the Cost of Children: Insights from a Survey among Mothers 7321 2018 October 2018 Parental Tme Restrctons and the Cost of Chldren: Insghts from a Survey among Mothers Melane Borah, Andreas Knabe, Kevn Pahlke Impressum: CESfo Workng Papers ISSN 2364 1428 (electronc

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

MODELLING SECTORAL SPILLOVERS FOR REGIONAL CAPITAL SUBSIDIES USING AMOS

MODELLING SECTORAL SPILLOVERS FOR REGIONAL CAPITAL SUBSIDIES USING AMOS European Regonal Scence Assocaton 36th European Congress ETH Zurch, Swtzerland 26-30 August 996 Erc P. McVtte Aberdeen Busness School, The Robert Gordon Unversty Aberdeen, UK Emal: bmsepm@bs-staff.rgu.ac.uk

More information

ECO 209Y MACROECONOMIC THEORY AND POLICY LECTURE 8: THE OPEN ECONOMY WITH FIXED EXCHANGE RATES

ECO 209Y MACROECONOMIC THEORY AND POLICY LECTURE 8: THE OPEN ECONOMY WITH FIXED EXCHANGE RATES ECO 209 MACROECONOMIC THEOR AND POLIC LECTURE 8: THE OPEN ECONOM WITH FIXED EXCHANGE RATES Gustavo Indart Slde 1 OPEN ECONOM UNDER FIXED EXCHANGE RATES Let s consder an open economy wth no captal moblty

More information

A UTILITARIAN PERSPECTIVE ON RAWLS S DIFFERENCE PRINCIPLE

A UTILITARIAN PERSPECTIVE ON RAWLS S DIFFERENCE PRINCIPLE Journal of Management Informaton and Decson Scences Volume 20, Specal Issue 1, 2017 A UTILITARIAN PERSPECTIVE ON RAWLS S DIFFERENCE PRINCIPLE Hyeok Yong Kwon, Korea Unversty Hang Keun Ryu, Chung Ang Unversty

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

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

Applications of Myerson s Lemma

Applications of Myerson s Lemma Applcatons of Myerson s Lemma Professor Greenwald 28-2-7 We apply Myerson s lemma to solve the sngle-good aucton, and the generalzaton n whch there are k dentcal copes of the good. Our objectve s welfare

More information