No. 81 PETER TUCHYŇA AND MARTIN GREGOR. Centralization Trade-off with Non-Uniform Taxes

Size: px
Start display at page:

Download "No. 81 PETER TUCHYŇA AND MARTIN GREGOR. Centralization Trade-off with Non-Uniform Taxes"

Transcription

1 No. 81 PETER TUCHYŇA AND MARTIN GREGOR Centralization Trade-off with Non-Uniform Taxes 005

2 Disclaimer: The IES Working Paers is an online, eer-reviewed journal for work by the faculty and students of the Institute of Economic Studies, Faculty of Social Sciences, Charles University in Prague, Czech Reublic. The aers are blind eer reviewed, but they are NOT edited or formatted by the editors. The views exressed in documents served by this site do not reflect the views of the IES or any other Charles University Deartment. They are the sole roerty of the resective authors. Additional info at: Coyright Notice: Although all documents ublished by the IES are rovided without charge, they are only licensed for ersonal, academic or educational use. All rights are reserved by the authors. Citations: All references to documents served by this site must be aroriately cited. Guidelines for the citation of electronic documents can be found on the APA's website: htt://

3 Centralization Trade-off with Non-Uniform Taxes PETER TUCHYŇA #, MARTIN GREGOR Abstract When local ublic goods are rovided by a centralized authority, sillovers may be coordinated, but heterogeneity in references may be suressed. Besley and Coate (003) have already solved this classic trade-off for a uniform tax regime. Here, we extend their aroach by allowing for a non-uniform tax regime. We find that centralization with our tax system necessarily increases welfare in comarison to uniform-tax centralization. Imortantly, with non-cooerative legislators coming from homogenous districts, our centralization dominates decentralization for any degree of sillovers. In other cases, it at least imroves odds of centralization, if measured by utilitarian yardstick. Keywords: Decentralization, Local Public Goods, Distributive Politics, Political Economy JEL Classification: H40, H70, H7, P51 Acknowledgements: Any idea is contestable, so comments are more than welcome. This aer largely draws from unublished thesis Centralized or Decentralized Provision of Local Public Goods with Sillovers: Which to Choose and Under what Circumstances? written by Peter Tuchyňa. We would like to acknowledge valuable comments by František Turnovec, TEX-nical hel by Miroslav Zelený, and suort from Institutional Research Framework granted by the IES ( ). The usual caveat alies. # Ph.D. Candidate, Center for Economic Research and Graduate Education-Economics Institute, Prague. eter.tuchyna@cerge-ei.cz. Ph.D. Candidate, Institute of Economic Studies, Charles University Prague, Oletalova 6, Prague 1, , Czech Reublic. gregor@fsv.cuni.cz.

4 Contents 1 Introduction The Model 4 3 The Standard Analysis Comarative Statics A Political Economy Analysis with Two Forms of Taxation Policy Determination Under Decentralization Policy Determination Under Centralization with Two Forms of Taxation Policy Determination with Uniform Taxation Comarative Statics Policy Determination with Non-uniform Taxation Comarative Statics Centralization vs. Decentralization Homogeneous districts Heterogeneous districts Centralization with a Cooerative Legislature and Two Forms of Taxation Policy Determination with Uniform Taxation Comarative Statics Policy Determination with Non-uniform Taxation Comarative Statics Centralization vs. Decentralization Homogeneous districts Heterogeneous districts Conclusion 3 Aendix - Proofs 3 References 50 1

5 1 Introduction Centralization involves a host of trade-offs. A centralized government can exloit returns to scale in ublic goods rovision, but faces ronounced information asymmetry. Sillovers can be efficiently resolved by centralization, but centralized budget may require more distortive taxation. Also, centralization may induce higher total investment into wasteful rent-seeking activities. The case for centralization of local ublic goods is redominantly driven by cross-border sillovers. For instance, imagine maintained ski and bike routes disersed across borders, and user fees rohibitively costly to charge. Or, following an examle by Hillman (003,. 570), one community may have strict gun control laws, while a neighboring community does not; in effect, criminals can buy their guns and switch to the other community with less armed honest citizens. Interjurisdictional sillovers obviously call for centralization, since centralization involves internalization of externalities. The case may be strengthened in the resence of economies of scale in ublic good roduction (or, in tax administration, as Redoano and Scharff (004) argue). However, centralization is not costless. As Oates (197) argues, welfare loss arises if jurisdictions vary in references, and the amount of ublic good is bound to be equal across jurisdictions. The loss magnifies with increase in rice elasticity of ublic good demand. Secondly, the issue of asymmetric information is of extreme relevance here. For central authority, reliable local information is costlier to obtain. Voters observe lower yardstick cometition at the central level and, hence, have fewer oortunities to assess ublic sector erformance. Seabright (1996) builds a model caturing another imortant roblem of centralization, namely lower accountability. Centralization may decrease level of olitical cometition, roviding additional source of olitical rents. Furthermore, the roonents of FOCJ concet (Functionally Overlaing Cometing Jurisdiction), mainly Frey (1996), observe slower olicy innovation in centralized system. On the other hand, Kotsogiannis and Schwager (001) construct a model with oosite results.

6 When interest grous in jurisdictions share interests and lobbying features economies of scale, centralization may also boost rent-seeking exenditures and consequently distort market allocation (Bordignon et al. 003, Bardhan and Mookherjee 000). To be able to tackle benefits and costs of centralization, we restrict our attention to the classic trade-off between sillovers and heterogeneity. We ut aside other, albeit imortant, issues of locational choice, accountability, and incomlete information. Our aroach draws from setu of Besley and Coate (003), but we extend their aroach by introducing a non-uniform tax system. In other words, we study how centralization erforms when benefits (i.e. amounts of local ublic goods) as well as costs are non-uniform across districts. Besley and Coate (003) deart from the existing literature in emhasizing the olitical rocesses of decision making. If governments under centralized systems were allowed to allocate different levels of local ublic goods to different districts, they could resect the references of citizens in each district while otimally accounting for cross-border sillovers. This would make the centralized system referable. If there is a case for a decentralized system then, it must follow from the olitical economy considerations. Centralization has been tyically modeled as a system in which ublic sending is financed by general taxation and all jurisdictions receive a uniform level of local ublic goods. In a decentralized system local ublic goods are financed by local taxation and each district chooses its own referred level. This aroach has been adoted by Oates (197) who argued that the drawbacks of centralized and decentralized systems are uniformity in rovision and absence of reflecting the benefits going to other regions, resectively. This logic relies crucially on the assumtion that centralization rovides uniform levels of ublic goods. Besley and Coate (003) relax this assumtion and then study various forms of centralized decision making. We also relax the assumtion of olicy uniformity (i.e. uniform level of ublic goods) stiulated in Oates (197) and Musgrave (1959). To our knowledge, this assumtion may only be motivated by imlications of asymmetric information incentives between central and local authorities. Cheikbossian (000) argues that in a game layed between central olicy-maker and decentralized authorities, the latter have an incentive to reort excessive 3

7 exenditure need and low tax-aying caacity. This misinformation induces olicy uniformity. The main innovation of our aroach is to let district-secific head-tax deend on the amount of ublic good rovided in each region. The reason is that for district-uniform headtax, a marginal increase in ublic sending in one district increases average tax across all districts equally. In our tax system, the increase is not equal, but higher for the beneficiary district. This brings marginal cost of ublic good rovision closer to the marginal benefit and imroves odds for centralization comared to decentralization. For centralized legislature, we ostulate two tyes of olicy makers, non-cooerative and cooerative. We observe that cooerativeness as such cannot resolve conflict in references among the regions, since voters can insure against olicy cooerativeness by strategic delegation. Strategic delegation has origins in industrial economics (Fershtman and Judd 1987) and monetary olicy (Rogoff 1985), resulting in issues of fiscal olicy (Persson and Tabellini 1990). In our framework, a non-cooerative voter delegates a olicy maker with different concern for local ublic good than is his or her own. We thus comlement Cheikbossian (000) who describes strategic delegation in decentralization. The remainder of the aer is organized as follows. Section outlines the framework for our analysis. Section 3 rovides a brief review of the standard analysis. Section 4 resents a olitical economy analysis with two forms of taxation beginning with a centralized system based on minimum winning coalition. Section 5 continues in this direction considering a more cooerative legislature. Finally, Section 6 offers some concluding remarks. The Model There are geograhically distinct regions or districts indexed by i {1, } each oulated by a continuum of citizens with a mass of unity. The citizens are immobile between the regions. The economy contains 3 goods: a single rivate good, x, and two local ublic goods, g 1 and g, each one associated with a articular district. 1 Each citizen is endowed with some of the rivate good and throughout we will assume that the endowments are high 1 The arameters g 1 and g can be thought of as being the same ublic good rovided at different levels in each district, as further assumtions may indicate. But to make the model richer, we will assume two distinct local ublic goods such as e.g. airorts and roads each associated with a articular region. 4

8 enough for each citizen to meet their required tax obligations. To roduce one unit of either of the ublic goods requires units of the rivate good. Each citizen in district i is characterized by a ublic goods reference arameter λ. 3 The references of a tye λ citizen in district i are x + λ[(1 κ) lng i + κ ln g i ], 4 where arameter κ 0, 1/ indexes the degree of sillovers. When κ = 0, citizens consume only the ublic good in their own district, while for κ = 1/ they equally consume ublic goods in both districts. Uniform κ (across regions) means that citizens from both districts consume both ublic goods in the same roortion. 5 The range of reference tyes is 0,λ in each district. The resective median tye in district i is denoted by m i. We assume, without loss of generality, that the median citizen in district 1 is at least as ro-ublic sending as his counterart in district, i.e. m 1 m. We also assume that m 1 < λ. The latter condition will be needed in Section 5 to obtain interior solutions. Under a decentralized system, the level of ublic good in each district is chosen by the government of that district and ublic goods are financed by a uniform head tax on local residents. Thus, if district i chooses a ublic good level g i, each citizen in this district ays a tax of g i. Under a centralized system, the levels of ublic goods are determined by a government that reresents both regions. Sending is being financed by two ossible tax systems whose outcomes will be comared. The first one is a uniform head tax on all citizens; with ublic good levels (g 1,g ), this tax is (g 1 + g ). The second one is a head tax which is non-uniform across districts, but uniform for all citizens within a given region. Citizen That is, we define one unit of each of the ublic good to reresent such a quantity that costs units of the rivate good. 3 The arameter λ can be interreted as indicating the interest in ublic goods of both districts. 4 See discussion aers of Besley and Coate for more universal secifications of ublic goods references. 5 However, it could be that citizens from district 1 cared equally about the ublic goods in both districts, whereas citizens from district cared only about their own ublic good. That is to say, roortional ublic goods references κ could differ among regions. Moreover, differences among citizens from the same district could occur, i.e. a citizen could, for instance, derive benefit from both ublic goods, but his neighbor from the same district could be interested only in the ublic good rovided by his own district. We will, however, assume these sillovers to be of a urely technical nature. Moreover, we will assume them to be the same for citizens from both districts as well as for the citizens in a given region to be able to cature the fact that the resolution between centralization and decentralization deends on the degree of sillovers and the extent of heterogeneity in references for ublic goods. 5

9 of each region ays a head tax roortional to his consumtion of both ublic goods; thus, ublic good levels (g 1,g ) and degree of sillovers κ result in a head tax of g i (1 κ)+g i κ in district i. 6, 7 Our social welfare criterion for comaring the erformance of centralized and decentralized rovision of local ublic goods will be aggregate ublic goods surlus. With ublic good levels (g 1,g ), it is defined as S(g 1,g ) = [m 1 (1 κ) + m κ] ln g 1 + [m (1 κ) + m 1 κ] ln g (g 1 + g ). The surlus is a median citizens sum of marginal benefits from their consumtion of ublic goods or, more recisely, a sum of differences between median citizens utilities under the system with ublic goods and the system without ublic goods: U m1 + U m = x 1 g 1 + m 1 [(1 κ) lng 1 + κ ln g ] x 1 + x g + m [(1 κ) lng + κ ln g 1 ] x = S(g 1,g ). The surlus-maximizing ublic good levels are ( m1 (1 κ) + m κ (g 1,g ) =, m ) (1 κ) + m 1 κ. 8 This result reveals that the surlus-maximizing ublic good levels take account of the benefits received by citizens from both districts. 3 The Standard Analysis The above outlined model allows a simle exosition of the traditional analysis according to Oates (197), who influenced many ublic finance economists views on the relative merits 6 Of course, this tax system is uniform in the case when the levels of ublic goods in both districts equal. Otherwise, it is non-uniform, which is the reason we have identified it as such. 7 What is worth noting here regarding both tax systems is that uniform taxation imlies shared financing of the ublic goods whereas non-uniform tax system means that each district ays roortionally to its consumtion. If it consumes less, it ays less; if it consumes more, it ays more. 8 The vector is an interior solution of a simle maximization of function S(g 1,g ). We obtain it by taking first-order conditions, i.e. by differentiating this function w.r.t. g 1 and g and setting equal to zero. It is straightforward to verify that second-order conditions are satisfied and we leave this roof to the reader. This remark alies to all of the subsequent maximization roblems. 6

10 of centralization and decentralization. He suosed that, in a decentralized system, each district s government indeendently chooses the olicy which maximizes ublic goods surlus in the region (which is U mi, i {1, }). A air of exenditure levels (g d 1,g d ) will form a Nash equilibrium, which requires that: g d i = arg max g i {m i [(1 κ) lng i + κ ln g d i] g i }, i {1, }. Taking first order conditions yields: ( (g1,g d ) d m1 (1 κ) =, m ) (1 κ). Each region s government thus only takes into account the benefits received by his constituency and local ublic goods are surlus-maximizing only when there are no sillovers, regardless of heterogeneity in tastes. When sillovers occur, ublic goods roduction results in under-rovision in both districts and this under-rovision is increasing in the extent of sillovers. Under a centralized system, Oates assumed that the government would be restricted to rovide a uniform level of the ublic goods, denoted g c. He further assumed that exenditures would be financed by a uniform head tax, which is in the case of uniform rovision of ublic goods identical to our roosed non-uniform head tax that takes into account the roortional consumtion of both goods by citizens from each region. 9 This common level of ublic goods satisfies resulting in g c = arg max{[m 1 + m ] ln g g}, g g c = m 1 + m. The uniform level of ublic goods is indeendent of the level of sillovers and results in the surlus-maximizing level only in the case of identical districts. 10 However, when m 1 > m, centralization over-rovides ublic goods to district and under-rovides them to district 1 9 This stems from the simle fact that, with uniform rovision and identical rices of local ublic goods, (g + g) Oates head tax = g equals g(1 κ) + gκ = g. 10 Throughout the text, the hrases identical (non-identical) and homogeneous (heterogeneous) districts will indicate that the median citizens from each region have (do not have) the same ublic goods references. 7

11 excet when sillovers are maximal, i.e. κ = 1/. In this situation, citizens consume ublic goods in both districts equally which leads to uniform rovision of ublic goods in both regions. 3.1 Comarative Statics When regions are homogeneous, centralization roduces surlus maximizing ublic goods levels and dominates decentralization when sillovers are resent. 11 However, the two systems generate the same level of ublic goods surlus when sillovers do not occur (Figure 1a). S c t S c t Surlus S d Surlus S d κ κ (a) Identical districts (b) Non-identical districts Figure 1: Aggregate ublic goods surluses under decentralization (S d ) and centralization in the standard analysis (S c t). In the case of heterogeneous districts, decentralization roduces surlus maximizing ublic goods levels and dominates centralization when there are no sillovers. On the other hand, when the sillovers are maximal, centralization roduces surlus maximizing ublic goods levels and dominates decentralization. Finally, when the sillovers are somewhere in between these two olar cases, there exists a critical level of sillovers above which centralization dominates and under which decentralization is referred (Figure 1b). Proosition 1. Suose that the assumtions of the standard analysis are satisfied. Then 11 In this case, centralization has the conventional advantage of internalizing sillovers. 8

12 (i) If the regions are homogeneous and sillovers are resent (κ > 0), a centralized system roduces a higher level of surlus than does decentralization. Absent sillovers (κ = 0), the two systems generate the same level of surlus. (ii) If the districts are heterogeneous, there is a critical value of κ, greater than zero but less than 1/, such that a centralized system roduces a higher level of surlus if and only if κ exceeds this critical level. 1 According to Oates, without sillovers, a decentralized system is referred. With sillovers and homogeneous districts, a centralized system is suerior. With sillovers and heterogeneous regions, it is necessary to comare the extent of the two effects. It is often suggested that heterogeneity favors the case for decentralization. However, in our model, this does not follow. To establish such a roosition, it would be necessary to show that the critical level of sillovers is increasing in heterogeneity. But there is no guarantee that this is so. 13 Modeling the trade-off in the standard analysis relies on the assumtion of uniform exenditures in a centralized system. But this assumtion is too strong and does not corresond with emirical evidence that exenditures vary across districts in many countries. We will now relax this assumtion and model the decision making institutions which decide uon allocation of resources in both centralized and decentralized systems. 1 The roof of this as well as the other results may be found in the Aendix. 13 This may be analyzed by letting S d (κ,α) and S c t(κ,α) denote surluses under decentralization and centralization, resectively, when (m 1,m ) = (αω,(1 α)ω), where α 1/,1 measures the degree of heterogeneity between the two regions. Districts are identical when α = 1/ and become more heterogeneous when α increases. Then S c t(κ,α) = ω ln ω ω, which is indeendent of both κ and α. Therefore we can write Sc t(κ,α) = S c t. The critical value of κ, denoted κ (α), is uniquely defined by the equation S d (κ,α) = St. c To show that κ is an increasing function of α, it is necessary to show that for all α, S d (κ,α)/ α > 0. Differentiating, we obtain S d α (κ,α) = ω(1 κ)ln α 1 α + ωκ 1 α α(1 α). The first term is ositive, while the second one is negative. As sillovers increase, the first term goes to zero. Thus, it is ossible that S d (κ,α)/ α < 0. (In our secification of ublic goods references, surlus under decentralization is always decreasing in heterogeneity for all κ > 1/4. This finding makes it ossible that the critical level of sillovers is decreasing in heterogeneity, i.e. the case for centralization could be strengthened as the regions become more diverse.) 9

13 4 A Political Economy Analysis with Two Forms of Taxation 4.1 Policy Determination Under Decentralization In a decentralized system, we assume that each region elects a single reresentative from that region to choose olicy. Our model is based on the citizen-candidate aroach to olitical decision making, which has two stages. First, elections determine which citizen from each district is selected to constitute the decision making government in that district (election stage). Second, olicies are chosen simultaneously by the elected reresentatives in each district (olicy-selection stage). Using backward induction, 14 let us roceed as follows. First, we find what elected reresentatives select (stage or olicy-selection stage) and then we discuss whom citizens, considering outcomes which are subsequently selected by reresentatives, will aoint to an office (stage 1 or election stage). Beginning with stage, let the tyes of the reresentatives in district 1 and be λ 1 and λ, resectively. 15 Then the olicy outcome (g 1 (λ 1 ),g (λ )) satisfies g i (λ i ) = arg max g i {λ i [(1 κ) ln g i + κ ln g i (λ i )] g i }, for i {1, }. Solving this with first-order conditions yields ( λ1 (1 κ) (g 1 (λ 1 ),g (λ )) =, λ ) (1 κ). The level of each district s ublic goods sending is higher the stronger is the ublic good reference of its reresentative and lower the higher the level of sillovers. Now let us move to stage 1. With the reresentatives λ 1 and λ in region 1 and, resectively, a citizen of tye λ in district i will enjoy a ublic goods surlus [ U λ,i = λ (1 κ) ln λ i(1 κ) + κ ln λ ] i(1 κ) λ i (1 κ). 14 Backward induction is an iterative rocess for solving finite extensive form games. First, one determines the otimal strategy of the layer who makes the last move of the game. Then, the otimal action of the next-to-last moving layer is determined taking the last layer s action as given. The rocess continues in this way backwards in time until all layers actions have been determined. Effectively, one determines the Nash equilibrium of each subgame of the original game. 15 We assume that (i) candidates have no oortunity costs, i.e. any citizen can agree to be a candidate; and that (ii) reresentatives can only decide on the rovision of ublic goods, i.e. there are no other erquisites of the office. 10

14 These references over tyes determine citizens voting decisions. A air of reresentative tyes (λ 1,λ ) is majority referred under decentralization if, in each district i, a majority of citizens refer the tye of their reresentative to any other tye λ 0,λ, given the tye of the other district s reresentative λ i. We assume that the elected reresentatives in the two regions will be of these majority referred tyes. Further we assume that each citizen votes sincerely (according to his ublic goods references), all citizens always vote and have erfect information. Citizens references over tyes are single-eaked, 16 imlying that a air of reresentative tyes is majority referred under decentralization if and only if it is a median air; i.e. (λ 1,λ ) = (m 1,m ). This yields: Lemma 1. Suose that the assumtions of the olitical economy analysis are satisfied. Then the olicy outcome under decentralization is ( m1 (1 κ) (g 1,g ) =, m ) (1 κ). These levels of local ublic goods resect the references of the median citizen within a region, which agrees with the standard local ublic finance analysis. 4. Policy Determination Under Centralization with Two Forms of Taxation The olicy determination rocess under centralization also has two stes: an election stage; and a olicy selection stage. In the elections, one citizen from each district is chosen to serve in a common legislature. In the olicy selection stage, the legislature determines ublic goods rovision in each region. Our first method of caturing the decision making rocess in the legislature will be the minimum winning coalition view. Under this view, a coalition of justabove-50 % of the reresentatives forms to share the benefits of ublic sending among their districts. Regions whose reresentatives are outside the coalition are only allocated sending to the extent that this benefits coalition members. The logic is that, in a majority rule legislature, if there were any more than just-above-50 % of the reresentatives in the coalition 16 Given any two tyes ˆλ i and λ i such that λ i < ˆλ i < λ or λ < ˆλ i < λ i, tye λ citizens always refer tye ˆλ i citizens. 11

15 suorting the sending bill, the majority of coalition members would benefit from exelling the surlus members and further concentrating sending on their own regions. Because there are many ossible minimum winning coalitions, this view suggests that there will be uncertainty concerning the identity of the coalition that forms to determine exenditures. In our model, we may cature this uncertainty by assuming that each reresentative can be thought of as a minimum winning coalition with equal robability. Thus, again using backward induction, if the reresentatives are of tyes λ 1 and λ, the olicy outcome will be (g 1 1(λ 1 ),g 1 (λ 1 )) with robability 1/ and (g 1(λ ),g (λ )) with robability 1/, where (g i 1(λ i ),g i (λ i )) is the otimal choice of district i s reresentative Policy Determination with Uniform Taxation With uniform taxation and reresentatives of tyes λ 1 and λ, the otimal choice of district i s reresentative is { (g1(λ i i ),g(λ i i )) = arg max λ i [(1 κ) lng i + κ ln g i ] } (g i,g i ) (g i + g i ). It is straightforward to verify that ( (gi(λ i i ),g i(λ i λi (1 κ) i )) =, λ ) iκ, i {1, }. The level of ublic goods sending deends only on the decisive reresentative s reference for ublic goods and the level of sillovers. The stronger the references for ublic goods of the decisive reresentative are, the higher is the sending. Furthermore, sending for the reresentative s domestic ublic good varies inversely with sillovers while the other district s ublic good exenditures vary roortionally with sillovers. When the reresentative tyes are λ 1 and λ, a citizen of tye λ in region i obtains an exected ublic goods surlus of U λ,i = 1 { λ + λ [ (1 κ) ln λ i(1 κ) + κ ln λ iκ [ (1 κ) ln λ iκ + κ ln λ i(1 κ) ] λ i ] } λ i. Again we assume that the reresentatives will be of the majority referred tyes. A air of reresentative tyes (λ 1,λ ) is majority referred if and only if in each district i the median 1

16 tye refers λ i to any other tye λ 0,λ, given the other district s reresentative tye λ i. 17 This means that (λ 1,λ ) is majority referred if and only if it is a Nash equilibrium of the two-layer game in which each layer has strategy set 0, λ and layer i {1, } has ayoff function U mi (λ i ) = 1 [ {m i (1 κ) ln λ i(1 κ) + κ ln λ ] iκ [ + m i (1 κ) ln λ iκ + κ ln λ i(1 κ) Taking first-order conditions and solving yields (λ 1,λ ) = (m 1,m ). λ i ] } λ i. Thus, an elected air of reresentatives will be of tyes (m 1,m ) and will choose a olicy which reflects their ublic goods references. So we have: Lemma. Suose that the taxation is uniform and the assumtions of the olitical economy analysis are satisfied. Then the olicy outcome under centralization ( with a minimum winning m1 (1 κ) coalition view of the legislature is random, generating (g 1,g ) =, m ) 1κ with ( m κ robability 1/ and (g 1,g ) =, m ) (1 κ) with robability 1/. This result illuminates the main drawbacks of centralization with a minimum winning coalition legislature and uniform taxation: 1) Uncertainty: each district faces uncertainty as to the amount of ublic good that it will receive, reflecting the uncertainty in the identity of the minimum winning coalition. ) Misallocation: ublic exenditures across regions are skewed towards those inside the winning coalition. 4.. Comarative Statics The only situation in which centralization roduces the surlus maximizing level is when the districts are identical and sillovers are maximal (κ = 1/). When districts differ (m 1 > 17 If citizens of tye λ refer a tye ˆλ i candidate to a tye λ i, where ˆλ i < λ i (ˆλ i > λ i ), then so must all citizens of tyes lower (higher) than λ. This imlies that a majority of citizens in district i refer a tye ˆλ i candidate to a tye λ i candidate if and only if the median tye refers a tye ˆλ i candidate to a tye λ i candidate. 13

17 m ) and sillovers are comlete, sending is allocated equally across regions but district 1 s reresentative over-rovides local ublic goods, while district s reresentative underrovides them. While higher levels of sillovers still lead those in the minimum winning coalition to allocate ublic goods to districts outside the coalition, it is only to the extent that this benefits those inside the coalition. For low levels of sillovers, the misallocation roblem is at its worse. Public goods are over-rovided to regions in the minimum winning coalition and under-rovided to those districts that are outside the coalition, reflecting the budgetary externality created by common financing. However, this drawback is significantly suressed when the non-uniform tax system is introduced Policy Determination with Non-uniform Taxation With non-uniform taxation and reresentatives of tyes λ 1 and λ, the otimal choice of region i s reresentative is (g i 1(λ i ),g i (λ i )) = arg max (g i,g i ) {λ i[(1 κ) lng i + κ ln g i ] (g i (1 κ) + g i κ)}. It is easily checked that (g i 1(λ i ),g i (λ i )) = ( λi, λ ) i, i {1, }. As above, if the reresentative tyes are λ 1 and λ, a citizen of tye λ in district i obtains an exected ublic goods surlus of U λ,i = 1 { [ λ (1 κ) ln λ i + κ ln λ ] i [ λ i + λ (1 κ) ln λ i + κ ln λ ] } i λ i. Analogically to the case of uniform taxation, we arrive at the conclusion that an elected air of reresentatives will be of tyes (m 1,m ) and that they will choose a olicy which reflects their references. This establishes: Lemma 3. Suose that the tax system is non-uniform across districts and the assumtions of the olitical economy analysis are satisfied. Then the olicy chosen under centralized system ( with a minimum winning coalition view of the legislature is random, generating m1 (g 1,g ) =, m ) ( 1 m with robability 1/ and (g 1,g ) =, m ) with robability 1/. 14

18 Comared to the case of uniform taxation, the roblem of uncertainty remains due to the unknown identity of the coalition. However, the drawback of misallocation is significantly reduced reflecting the fact that each district is taxed according to its roortional consumtion of both local ublic goods. This suresses the incentives of the coalition members to allocate too much of the ublic goods to their districts while forgetting about the regions outside the coalition Comarative Statics The levels of ublic goods are indeendent of sillovers. They only deend on references of the decisive reresentative which then chooses uniform rovision of ublic goods. With identical reresentatives, centralization with non-uniform taxation roduces the surlus maximizing levels of local ublic goods. When m 1 exceeds m and sillovers are comlete, region 1 s reresentative over-rovides local ublic goods, while district s reresentative underrovides them. The misallocation roblem is at its worse when the sillovers are lower than comlete. The levels of ublic goods rovided are further from the otimal, aggregate surlus enhancing levels. However, the extent of these misallocations is lower than that under the centralized system with uniform taxation. 4.3 Centralization vs. Decentralization Homogeneous districts Decentralization roduces the surlus maximizing ublic goods levels only when the sillovers do not occur. We have already seen that ublic goods levels under centralization with uniform taxation are surlus maximizing when the sillovers are comlete and the districts are homogeneous. It follows that, in the case of identical districts, decentralization dominates when the sillovers are small and centralization is referred when the sillovers are large. Centralization with non-uniform taxation roduces the surlus maximizing ublic goods levels when the districts are identical. This surlus is indeendent of sillovers and is higher than the surlus under decentralization for all κ excet when the sillovers are absent. In such a case, both systems generate the surlus maximizing ublic goods levels. The next 15

19 roosition and Figure summarize these results. Proosition. Suose that the assumtions of the olitical economy analysis are satisfied, the centralized decision making relies on the minimum winning coalition, and the districts are identical. Then (i) If the taxation is uniform, there is a critical value of κ, strictly greater than 0 but less than 1/, such that a centralized system roduces a higher level of surlus if and only if κ exceeds this critical level. (ii) If the taxation is non-uniform across districts and sillovers are resent (κ > 0), a centralized system roduces a higher level of surlus than does decentralization. Absent sillovers (κ = 0), the two systems generate the same level of surlus. (iii) Surlus under centralization with non-uniform taxation equals that under the centralized system in the standard analysis for all levels of sillovers. These surluses are higher than that under centralization with uniform taxation excet when the sillovers are maximal (κ = 1/). In such a case, all three systems of centralization roduce the same ublic goods surlus. Sn c = St c Surlus S d S c u 0 κ 0.5 Figure : Aggregate ublic goods surluses under decentralization (S d ), centralization in the standard analysis (S c t) and centralization with uniform (S c u) and non-uniform (S c n) taxation in the case of identical districts. There are two comarisons which require analysis. First, comaring Proosition with its counterart in art (i) of the Proosition 1, there is one significant difference. With 16

20 identical districts, centralized system in the standard analysis is suosed to dominate decentralization for all κ > 0. However, centralization based on minimum winning coalition and uniform taxation no more dominates for low levels of sillovers, as those inside the coalition have low incentives to rovide ublic goods to the outside regions. This is further combined with the uncertain identity of the coalition. With higher sillovers, uncertainty remains but the decisive reresentatives have higher incentives to rovide more ublic goods to both districts, which increases the surlus under centralization. Thus, olitical economy analysis weakens the case for centralization when the taxation is uniform. Second, comarison of the two centralized systems under the olitical economy analysis generates a strong case for centralization with non-uniform taxation, which dominates for all κ < 1/. This is due to the effects that each taxation has on the decisions about the allocation of ublic exenditures. When the taxation is uniform, each district ays the same head-tax indeendent of the received level of ublic goods. This motivates coalition members to allocate as much as they refer to their districts. In contrast, under the centralized system with non-uniform taxation there is no such effect, as each district is taxed according to its roortional consumtion of both local ublic goods. This balances the allocated levels and centralization with non-uniform taxation significantly dominates centralization with a uniform tax system. Furthermore, the resulting surlus under centralization with non-uniform taxation is the same as under centralization in the standard analysis Heterogeneous districts When the regions are heterogeneous, centralized system with uniform taxation still dominates decentralization for high levels of sillovers and its erformance is increasing in sillovers. Thus, there is a critical value of κ under which decentralization is referred and above which centralization dominates. Centralization with non-uniform taxation is indeendent of sillovers, roduces higher level of surlus than decentralization for maximal sillovers and lower level of surlus for zero sillovers. It follows that there exists a critical value of κ above which centralized system 18 This is due to the fact that the rovision of ublic goods and the actual taxes under centralization with non-uniform taxation are the same as under the centralized system in the standard analysis. With identical districts, each reresentative would choose such uniform ublic goods levels that would be chosen by all the other reresentatives, if elected. 17

21 dominates and under which decentralization is referred. However, this critical value is lower than that in the uniform taxation case. Again, the following roosition and Figure 3 summarize these findings. Proosition 3. Suose that the assumtions of the olitical economy analysis are satisfied, the centralized decision making relies on the minimum winning coalition, and the districts are non-identical. Then (i) If the taxation is uniform, there is a critical value of κ, strictly greater than 0 but less than 1/, such that a centralized system roduces a higher level of surlus if and only if κ exceeds this critical level. This critical level is higher than that in the standard analysis. (ii) If the taxation is non-uniform across districts, there is a critical value of κ, strictly greater than 0 but less than 1/, such that a centralized system roduces a higher level of surlus if and only if κ exceeds this critical level. This critical level is higher than that in the standard analysis and lower than that under centralization with uniform taxation. (iii) Surlus under centralization in the standard analysis is higher than surluses under both centralized systems in the olitical economy analysis for all levels of sillovers. Furthermore, surlus under centralization with non-uniform taxation is higher than that under the centralized system with uniform taxation excet when the sillovers are maximal (κ = 1/). In such a case, the two systems roduce the same ublic goods surlus. As above, two juxtaositions can be observed. First, comaring Proosition 3 with its relevant counterart in art (ii) of the Proosition 1 reveals that centralization with noncooerative legislature creates even larger incongruity when the districts are heterogeneous. This exacerbated misallocation roblem combined with the ersistent drawback of uncertainty results in a weakened case for centralization comared with the centralized system in the standard analysis. However, the fundamental qualitative conclusions remain unchanged 18

22 S c t Surlus S c n S c u S d 0 κ 0.5 Figure 3: Aggregate ublic goods surluses under decentralization (S d ), centralization in the standard analysis (S c t) and centralization with uniform (S c u) and non-uniform (S c n) taxation in the case of non-identical districts. under the olitical economy analysis as under the traditional one for low sillover levels, decentralization dominates; when the sillovers are high, centralization is referred. 19 Second, comarison of the two centralized systems with different taxations remains as above. This is because the two systems surluses decrease in the same rate with increasing heterogeneity. 0 Thus, centralization with non-uniform taxation dominates centralization with uniform tax system for all κ < 1/. When sillovers are comlete, the two systems 19 What haens with both critical levels of sillovers as heterogeneity increases may be analyzed by letting S d (κ,α),s c u(κ,α) and S c n(κ,α) denote surluses under decentralization, centralization with uniform and non-uniform taxation, resectively, when (m 1,m ) = (αω,(1 α)ω), where α 1/,1 measures the degree of heterogeneity between the regions. The first critical level of κ, denoted κ 1(α), is uniquely defined by the equation S d (κ 1,α) = S c u(κ 1,α). To show that κ 1 is an increasing function of α, it is necessary to show that for all α (1/,1), S d (κ 1,α) α Sc u(κ 1,α) α > 0. Differentiating, we obtain S d (κ,α) α Sc u(κ,α) α ( 1 = ω ) κ }{{} >0 ( ln α 1 α 1 α ). α(1 α) The exression in the latter arentheses equals zero when α = 1/ and is ositive for all α in the range (1/,1). Thus, the difference is ositive for all α (1/,1) and κ 1 < 1/ which imlies that the critical level of sillovers increases with increasing heterogeneity. The second critical level of κ, denoted κ (α), is uniquely defined by the equation S d (κ,α) = Sn(κ c,α). Due to the fact that Sc u(κ,α) = Sc n(κ,α) for all κ and α, the critical level of sillovers increases with α α increasing heterogeneity for the non-uniform taxation case as well. 0 See the revious footnote. 19

23 generate the same level of surlus. This reflects the fact that, in the uniform taxation case, reresentative in the winning coalition has incentives to rovide the same level of ublic goods to both regions which corresonds to the case of non-uniform taxation. Furthermore, surlus under centralization with non-uniform taxation is lower than that under centralization in the standard analysis. In the non-uniform taxation case, increasing heterogeneity causes the otential rovisions of the two reresentatives to vary still more. This decreases the surlus under centralization with non-uniform taxation and because the surlus under centralized system in the traditional analysis is indeendent of heterogeneity, centralization with non-uniform tax system generates lower ublic goods surlus. 1 It follows that olitical economy analysis weakens the case for centralization when the taxation is nonuniform but not as considerably as in the case of a centralized system with uniform taxation. 5 Centralization with a Cooerative Legislature and Two Forms of Taxation Under the minimum winning coalition view of legislative decision-making, olicy outcomes are ex ante Pareto inefficient from the viewoint of the reresentatives. Therefore, legislators may find a way around the inefficiency created by majoritarian decision criteria and refer a less random outcome to the feast or famine imlied by the minimum winning coalition theory. The reresentatives with ower may, to a given extent, allocate benefits to those outside the coalition on the understanding that non-members would behave similarly if they were in ower. However, there are many airs of local ublic goods levels that are both efficient from the viewoint of the reresentatives and that ex ante Pareto dominate minimum winning coalition outcomes. Here we will assume the case when the reresentatives agree to the ublic goods allocation that maximizes their joint surlus, i.e. their behavior can be described by the utilitarian 1 Let St(κ,α) c and Sn(κ,α) c denote surluses under centralization in the standard analysis and with nonuniform taxation, resectively, when (m 1,m ) = (αω,(1 α)ω), where α (1/,1) measures the degree of heterogeneity. From the revious discussion we know that St c is indeendent of heterogeneity while Sn(κ,α) c = ω 1 α < 0 for all α (1/,1). This imlies that increasing heterogeneity decreases surlus α α(1 α) under centralization with non-uniform tax system which is then lower than that under a centralized system in the traditional analysis. 0

24 bargaining solution. This means that each reresentative now maximizes the same utility function as the others. They agree to form a coalition where everybody will have a weight in the decision making rocess, not just those who succeed to form a minimum winning coalition. This norm requires reresentatives to take into account the costs and benefits to their colleagues and would seem to offer centralization the best chance of dominating decentralization given our welfare criterion. But to what extent will centralization dominate decentralization will again deend on the form of taxation. 5.1 Policy Determination with Uniform Taxation With uniform taxation and reresentatives of tyes λ 1 and λ, the olicy outcome, (g 1 (λ 1,λ ), g (λ 1,λ )), will now maximize the reresentatives joint surlus given by { U λi } = i=1 i=1 { λ i [(1 κ) ln g i + κ ln g i ] } (g i + g i ). It is straightforward to show that ublic goods levels maximizing this joint surlus are ( λ1 (1 κ) + λ κ (g 1 (λ 1,λ ),g (λ 1,λ )) =, λ ) 1κ + λ (1 κ). It is clear that if both districts elected reresentatives of the median tyes, the legislature would select the surlus maximizing ublic goods levels. If the reresentative tyes are λ 1 and λ, a citizen of tye λ in district i obtains ublic goods surlus of U λ,i = λ [ (1 κ) ln λ i(1 κ) + λ i κ + κ ln λ ] i(1 κ) + λ i κ λ 1 + λ. Turning to the election stage, we again assume that the air of reresentatives will be of the majority referred tyes that is defined in the by now familiar way. The main additional comlication created by a cooerative legislature lies in finding the majority referred tyes. This is because the ublic good level for each region deends on the tye of legislator in both districts and, thereby, generates incentives for citizens in each district to delegate olicy making strategically to a reresentative with different tastes than their own. This intention arises because sincere voting becomes subotimal now. To begin with, note that a air of reresentative tyes (λ 1,λ ) is majority referred if and only if in each district i the median tye refers λ i to any other tye λ 0,λ, given 1

25 the other district s tye λ i. Thus, (λ 1,λ ) is majority referred if and only if it is a Nash equilibrium of the two layer game in which each layer has strategy set 0,λ and layer i {1, } has ayoff function [ U i (λ 1,λ ) = m i (1 κ) ln λ i(1 κ) + λ i κ + κ ln λ ] i(1 κ) + λ i κ λ 1 + λ. In this game, the district i median citizen tries to maniulate λ i so that he obtains something close to his referred olicy outcome anticiating the election outcomes in the other region and the subsequent working of the legislature. 3 He only has one degree of freedom, λ i, but two objectives, (g 1,g ). While raising λ i always leads to an increase in g i, if κ > 0 it also raises g i. To state the equilibria, define ˆκ as the solution to m 1 = ˆκ3 + (1 ˆκ) 3. m ˆκ(1 ˆκ) When the districts are identical, ˆκ = 1/. In the non-identical districts case, ˆκ < 1/. Then: Lemma 4. Suose that the tax system is uniform across districts and the assumtions of the olitical economy analysis are satisfied. Then the olicy chosen under a centralized system with a cooerative legislature is if κ < ˆκ, and if κ ˆκ. (g 1,g ) = m 1 [(1 κ) 4 k 4 ] [ (1 κ) m 1 κ m ] m 1 [(1 κ) 4 k 4 ], [ ] m1 (1 κ) κ m ( m1 (1 κ) (g 1,g ) =, m ) 1κ It can be easily seen that the cooerative legislature does not select the surlus maximizing ublic goods levels. While a cooerative legislature deals with roblems of uncertainty and misallocation that were resent in the non-cooerative legislature, a new feature emerges: If district i elects a citizen of a higher tye, then it receives more of both ublic goods. Then the same argument alies as in the footnote To ut it more rigorously, all citizens in region i now have an interest in maniulating λ i to obtain something close to their referred olicy outcome. In other words, all voters in district i have the same interest in shifting λ i according to their references and exectations of the election outcomes in the other regions and subsequent working of the legislature.

26 Strategic delegation: each district s median voter delegates olicy-making to a reresentative of different tye than median Comarative Statics When the regions are identical (m 1 = m = m), it follows from the Lemma that g 1 = g = m[(1 κ) + κ ]/. Recall that with identical districts, the surlus maximizing level of ublic goods is g 1 = g = m/. Thus, local ublic goods are over-rovided in both regions for all κ < 1/. The extent of this over-rovision is decreasing with increasing sillovers and over-rovision does not occur only when the sillovers are maximal (κ = 1/). In such a case, local ublic goods are rovided otimally. The incentives to strategically delegate can be seen most clearly in the case of zero sillovers. Then, the otimal sending levels for the median voter from region are (g 1,g ) = (0, m/). Assume for a moment that both districts elect the median tye reresentatives. This would lead to a olicy outcome (g 1,g ) = (m/,m/). But if the district elected a reresentative with a stronger taste for ublic sending, it would get more of its local ublic good with no imact on the district 1 s ublic good level. Thus, each region is drawn to elect a tye m reresentative. As sillovers increase, the otimal sending levels in the two districts for each median voter converge. Electing a reresentative with a higher reference for ublic goods sending increases sending in the other region as well. Thus, the districts elect reresentatives with references closer to their median. When the sillovers are maximal, each region elects a median tye reresentative and local ublic goods are rovided at the surlus maximizing level. With heterogeneity, an additional conflict over the level of ublic sending enters the icture, which can be seen most clearly in the case of comlete sillovers. If κ = 1/ and each region elects a reresentative of the median tye, the ublic goods levels are g 1 = g = (m 1 + m )/. This common level is too low for district 1 s median voter and too high for region s. This gives district 1 s median voter an incentive to have a higher reresentative tye to boost ublic goods sending, while region s median voter desires a reresentative with lower ublic goods references. They ull in oosite directions until 3

Information and uncertainty in a queueing system

Information and uncertainty in a queueing system Information and uncertainty in a queueing system Refael Hassin December 7, 7 Abstract This aer deals with the effect of information and uncertainty on rofits in an unobservable single server queueing system.

More information

Supplemental Material: Buyer-Optimal Learning and Monopoly Pricing

Supplemental Material: Buyer-Optimal Learning and Monopoly Pricing Sulemental Material: Buyer-Otimal Learning and Monooly Pricing Anne-Katrin Roesler and Balázs Szentes February 3, 207 The goal of this note is to characterize buyer-otimal outcomes with minimal learning

More information

Forward Vertical Integration: The Fixed-Proportion Case Revisited. Abstract

Forward Vertical Integration: The Fixed-Proportion Case Revisited. Abstract Forward Vertical Integration: The Fixed-roortion Case Revisited Olivier Bonroy GAEL, INRA-ierre Mendès France University Bruno Larue CRÉA, Laval University Abstract Assuming a fixed-roortion downstream

More information

INDEX NUMBERS. Introduction

INDEX NUMBERS. Introduction INDEX NUMBERS Introduction Index numbers are the indicators which reflect changes over a secified eriod of time in rices of different commodities industrial roduction (iii) sales (iv) imorts and exorts

More information

Institutional Constraints and The Inefficiency in Public Investments

Institutional Constraints and The Inefficiency in Public Investments Institutional Constraints and The Inefficiency in Public Investments Leyla D. Karakas March 14, 017 Abstract This aer studies limits on executive authority by identifying a dynamic channel through which

More information

Physical and Financial Virtual Power Plants

Physical and Financial Virtual Power Plants Physical and Financial Virtual Power Plants by Bert WILLEMS Public Economics Center for Economic Studies Discussions Paer Series (DPS) 05.1 htt://www.econ.kuleuven.be/ces/discussionaers/default.htm Aril

More information

VOTING FOR ENVIRONMENTAL POLICY UNDER INCOME AND PREFERENCE HETEROGENEITY

VOTING FOR ENVIRONMENTAL POLICY UNDER INCOME AND PREFERENCE HETEROGENEITY VOTING FOR ENVIRONMENTAL POLICY UNDER INCOME AND PREFERENCE HETEROGENEITY ESSI EEROLA AND ANNI HUHTALA We examine the design of olicies for romoting the consumtion of green roducts under reference and

More information

Professor Huihua NIE, PhD School of Economics, Renmin University of China HOLD-UP, PROPERTY RIGHTS AND REPUTATION

Professor Huihua NIE, PhD School of Economics, Renmin University of China   HOLD-UP, PROPERTY RIGHTS AND REPUTATION Professor uihua NIE, PhD School of Economics, Renmin University of China E-mail: niehuihua@gmail.com OD-UP, PROPERTY RIGTS AND REPUTATION Abstract: By introducing asymmetric information of investors abilities

More information

Non-Exclusive Competition and the Debt Structure of Small Firms

Non-Exclusive Competition and the Debt Structure of Small Firms Non-Exclusive Cometition and the Debt Structure of Small Firms Aril 16, 2012 Claire Célérier 1 Abstract This aer analyzes the equilibrium debt structure of small firms when cometition between lenders is

More information

Games with more than 1 round

Games with more than 1 round Games with more than round Reeated risoner s dilemma Suose this game is to be layed 0 times. What should you do? Player High Price Low Price Player High Price 00, 00-0, 00 Low Price 00, -0 0,0 What if

More information

Too much or not enough crimes? On the ambiguous effects of repression

Too much or not enough crimes? On the ambiguous effects of repression MPRA Munich Personal RePEc Archive Too much or not enough crimes? On the ambiguous effects of reression Eric Langlais BETA, CNRS and Nancy University 12. January 2007 Online at htt://mra.ub.uni-muenchen.de/1575/

More information

Promoting Demand for Organic Food under Preference and Income Heterogeneity

Promoting Demand for Organic Food under Preference and Income Heterogeneity Promoting Demand for Organic Food under Preference and Income Heterogeneity Essi Eerola and Anni Huhtala Paer reared for resentation at the XI th Congress of the EAAE (Euroean Association of Agricultural

More information

Asymmetric Information

Asymmetric Information Asymmetric Information Econ 235, Sring 2013 1 Wilson [1980] What haens when you have adverse selection? What is an equilibrium? What are we assuming when we define equilibrium in one of the ossible ways?

More information

VI Introduction to Trade under Imperfect Competition

VI Introduction to Trade under Imperfect Competition VI Introduction to Trade under Imerfect Cometition n In the 1970 s "new trade theory" is introduced to comlement HOS and Ricardo. n Imerfect cometition models cature strategic interaction and roduct differentiation:

More information

How Large Are the Welfare Costs of Tax Competition?

How Large Are the Welfare Costs of Tax Competition? How Large Are the Welfare Costs of Tax Cometition? June 2001 Discussion Paer 01 28 Resources for the Future 1616 P Street, NW Washington, D.C. 20036 Telehone: 202 328 5000 Fax: 202 939 3460 Internet: htt://www.rff.org

More information

The Strategic Effects of Parallel Trade ~Market stealing and wage cutting~

The Strategic Effects of Parallel Trade ~Market stealing and wage cutting~ The Strategic Effects of Parallel Trade ~Market stealing and wage cutting~ Arijit Mukherjee * University of Nottingham and The Leverhulme Centre for Research in Globalisation and Economic Policy, UK and

More information

Buyer-Optimal Learning and Monopoly Pricing

Buyer-Optimal Learning and Monopoly Pricing Buyer-Otimal Learning and Monooly Pricing Anne-Katrin Roesler and Balázs Szentes January 2, 217 Abstract This aer analyzes a bilateral trade model where the buyer s valuation for the object is uncertain

More information

Monetary policy is a controversial

Monetary policy is a controversial Inflation Persistence: How Much Can We Exlain? PAU RABANAL AND JUAN F. RUBIO-RAMÍREZ Rabanal is an economist in the monetary and financial systems deartment at the International Monetary Fund in Washington,

More information

Economic Performance, Wealth Distribution and Credit Restrictions under variable investment: The open economy

Economic Performance, Wealth Distribution and Credit Restrictions under variable investment: The open economy Economic Performance, Wealth Distribution and Credit Restrictions under variable investment: The oen economy Ronald Fischer U. de Chile Diego Huerta Banco Central de Chile August 21, 2015 Abstract Potential

More information

Cash-in-the-market pricing or cash hoarding: how banks choose liquidity

Cash-in-the-market pricing or cash hoarding: how banks choose liquidity Cash-in-the-market ricing or cash hoarding: how banks choose liquidity Jung-Hyun Ahn Vincent Bignon Régis Breton Antoine Martin February 207 Abstract We develo a model in which financial intermediaries

More information

Matching Markets and Social Networks

Matching Markets and Social Networks Matching Markets and Social Networks Tilman Klum Emory University Mary Schroeder University of Iowa Setember 0 Abstract We consider a satial two-sided matching market with a network friction, where exchange

More information

LECTURE NOTES ON MICROECONOMICS

LECTURE NOTES ON MICROECONOMICS LECTURE NOTES ON MCROECONOMCS ANALYZNG MARKETS WTH BASC CALCULUS William M. Boal Part : Consumers and demand Chater 5: Demand Section 5.: ndividual demand functions Determinants of choice. As noted in

More information

Withdrawal History, Private Information, and Bank Runs

Withdrawal History, Private Information, and Bank Runs Withdrawal History, Private Information, and Bank Runs Carlos Garriga and Chao Gu This aer rovides a simle two-deositor, two-stage model to understand how a bank s withdrawal history affects an individual

More information

Quantitative Aggregate Effects of Asymmetric Information

Quantitative Aggregate Effects of Asymmetric Information Quantitative Aggregate Effects of Asymmetric Information Pablo Kurlat February 2012 In this note I roose a calibration of the model in Kurlat (forthcoming) to try to assess the otential magnitude of the

More information

EXPOSURE PROBLEM IN MULTI-UNIT AUCTIONS

EXPOSURE PROBLEM IN MULTI-UNIT AUCTIONS EXPOSURE PROBLEM IN MULTI-UNIT AUCTIONS Hikmet Gunay and Xin Meng University of Manitoba and SWUFE-RIEM January 19, 2012 Abstract We characterize the otimal bidding strategies of local and global bidders

More information

Chapter 4 UTILITY MAXIMIZATION AND CHOICE. Copyright 2005 by South-Western, a division of Thomson Learning. All rights reserved.

Chapter 4 UTILITY MAXIMIZATION AND CHOICE. Copyright 2005 by South-Western, a division of Thomson Learning. All rights reserved. Chater 4 UTILITY MAXIMIZATION AND CHOICE Coyright 2005 by South-Western, a division of Thomson Learning. All rights reserved. 1 Comlaints about the Economic Aroach No real individuals make the kinds of

More information

Does Hedging Reduce the Cost of Delegation?

Does Hedging Reduce the Cost of Delegation? Does Hedging Reduce the Cost of Delegation? Sanoti K. Eswar Job Market Paer July 2014 Abstract I incororate the choice of hedging instrument into a moral hazard model to study the imact of derivatives

More information

Price Gap and Welfare

Price Gap and Welfare APPENDIX D Price Ga and Welfare Derivation of the Price-Ga Formula This aendix details the derivation of the rice-ga formula (see chaters 2 and 5) under two assumtions: (1) the simlest case, where there

More information

ECONOMIC GROWTH CENTER

ECONOMIC GROWTH CENTER ECONOMIC GROWTH CENTER YALE UNIVERSITY P.O. Box 208269 New Haven, CT 06520-8269 htt://www.econ.yale.edu/~egcenter/ CENTER DISCUSSION PAPER NO. 844 COMPETITION IN OR FOR THE FIELD: WHICH IS BETTER? Eduardo

More information

Publication Efficiency at DSI FEM CULS An Application of the Data Envelopment Analysis

Publication Efficiency at DSI FEM CULS An Application of the Data Envelopment Analysis Publication Efficiency at DSI FEM CULS An Alication of the Data Enveloment Analysis Martin Flégl, Helena Brožová 1 Abstract. The education and research efficiency at universities has always been very imortant

More information

Capital Budgeting: The Valuation of Unusual, Irregular, or Extraordinary Cash Flows

Capital Budgeting: The Valuation of Unusual, Irregular, or Extraordinary Cash Flows Caital Budgeting: The Valuation of Unusual, Irregular, or Extraordinary Cash Flows ichael C. Ehrhardt Philli R. Daves Finance Deartment, SC 424 University of Tennessee Knoxville, TN 37996-0540 423-974-1717

More information

Multiple-Project Financing with Informed Trading

Multiple-Project Financing with Informed Trading The ournal of Entrereneurial Finance Volume 6 ssue ring 0 rticle December 0 Multile-Project Financing with nformed Trading alvatore Cantale MD nternational Dmitry Lukin New Economic chool Follow this and

More information

NBER WORKING PAPER SERIES SELF-FULFILLING CURRENCY CRISES: THE ROLE OF INTEREST RATES. Christian Hellwig Arijit Mukherji Aleh Tsyvinski

NBER WORKING PAPER SERIES SELF-FULFILLING CURRENCY CRISES: THE ROLE OF INTEREST RATES. Christian Hellwig Arijit Mukherji Aleh Tsyvinski NBER WORKING PAPER SERIES SELF-FULFILLING CURRENCY CRISES: THE ROLE OF INTEREST RATES Christian Hellwig Arijit Mukherji Aleh Tsyvinski Working Paer 11191 htt://www.nber.org/aers/w11191 NATIONAL BUREAU

More information

In ation and Welfare with Search and Price Dispersion

In ation and Welfare with Search and Price Dispersion In ation and Welfare with Search and Price Disersion Liang Wang y University of Pennsylvania November, 2010 Abstract This aer studies the e ect of in ation on welfare in an economy with consumer search

More information

Advertising Strategies for a Duopoly Model with Duo-markets and a budget constraint

Advertising Strategies for a Duopoly Model with Duo-markets and a budget constraint Advertising Strategies for a Duooly Model with Duo-markets and a budget constraint Ernie G.S. Teo Division of Economics, Nanyang Technological University Tianyin Chen School of Physical and Mathematical

More information

Informal Lending and Entrepreneurship

Informal Lending and Entrepreneurship Informal Lending and Entrereneurshi Pinar Yildirim Geyu Yang Abstract How does the informal economy affect financial inclusion and entrereneurial activity of consumers? We investigate the imact of informal

More information

Do Poorer Countries Have Less Capacity for Redistribution?

Do Poorer Countries Have Less Capacity for Redistribution? Public Disclosure Authorized Public Disclosure Authorized Public Disclosure Authorized Public Disclosure Authorized Policy Research Working Paer 5046 Do Poorer Countries Have Less Caacity for Redistribution?

More information

Adverse Selection in an Efficiency Wage Model with Heterogeneous Agents

Adverse Selection in an Efficiency Wage Model with Heterogeneous Agents Adverse Selection in an Efficiency Wage Model with Heterogeneous Agents Ricardo Azevedo Araujo Deartment of Economics, University of Brasilia (UnB), Brazil Adolfo Sachsida Brazilian Institute for Alied

More information

A Note on Reliefs for Traveling Expenses to Work

A Note on Reliefs for Traveling Expenses to Work A Note on Reliefs for Traveling Exenses to Work by Matthias Wrede niversity of Bamberg and Technical niversity of Aachen, Germany * July 1999 Abstract Assuming that higher traveling exenses reduce traveling

More information

SINGLE SAMPLING PLAN FOR VARIABLES UNDER MEASUREMENT ERROR FOR NON-NORMAL DISTRIBUTION

SINGLE SAMPLING PLAN FOR VARIABLES UNDER MEASUREMENT ERROR FOR NON-NORMAL DISTRIBUTION ISSN -58 (Paer) ISSN 5-5 (Online) Vol., No.9, SINGLE SAMPLING PLAN FOR VARIABLES UNDER MEASUREMENT ERROR FOR NON-NORMAL DISTRIBUTION Dr. ketki kulkarni Jayee University of Engineering and Technology Guna

More information

EMPIRICAL TAX POLICY ANALYSIS AND EVALUATION. Katinka Hort * and Henry Ohlsson **

EMPIRICAL TAX POLICY ANALYSIS AND EVALUATION. Katinka Hort * and Henry Ohlsson ** EMPIRICAL TAX POLICY ANALYSIS AND EVALUATION Katinka Hort * and Henry Ohlsson ** Introduction The main objective of our aer is to formulate an agenda for emirical tax olicy analysis and evaluation. We

More information

Quality Regulation without Regulating Quality

Quality Regulation without Regulating Quality 1 Quality Regulation without Regulating Quality Claudia Kriehn, ifo Institute for Economic Research, Germany March 2004 Abstract Against the background that a combination of rice-ca and minimum uality

More information

Volumetric Hedging in Electricity Procurement

Volumetric Hedging in Electricity Procurement Volumetric Hedging in Electricity Procurement Yumi Oum Deartment of Industrial Engineering and Oerations Research, University of California, Berkeley, CA, 9472-777 Email: yumioum@berkeley.edu Shmuel Oren

More information

Individual Comparative Advantage and Human Capital Investment under Uncertainty

Individual Comparative Advantage and Human Capital Investment under Uncertainty Individual Comarative Advantage and Human Caital Investment under Uncertainty Toshihiro Ichida Waseda University July 3, 0 Abstract Secialization and the division of labor are the sources of high roductivity

More information

Sampling Procedure for Performance-Based Road Maintenance Evaluations

Sampling Procedure for Performance-Based Road Maintenance Evaluations Samling Procedure for Performance-Based Road Maintenance Evaluations Jesus M. de la Garza, Juan C. Piñero, and Mehmet E. Ozbek Maintaining the road infrastructure at a high level of condition with generally

More information

Confidence Intervals for a Proportion Using Inverse Sampling when the Data is Subject to False-positive Misclassification

Confidence Intervals for a Proportion Using Inverse Sampling when the Data is Subject to False-positive Misclassification Journal of Data Science 13(015), 63-636 Confidence Intervals for a Proortion Using Inverse Samling when the Data is Subject to False-ositive Misclassification Kent Riggs 1 1 Deartment of Mathematics and

More information

A Multi-Objective Approach to Portfolio Optimization

A Multi-Objective Approach to Portfolio Optimization RoseHulman Undergraduate Mathematics Journal Volume 8 Issue Article 2 A MultiObjective Aroach to Portfolio Otimization Yaoyao Clare Duan Boston College, sweetclare@gmail.com Follow this and additional

More information

C (1,1) (1,2) (2,1) (2,2)

C (1,1) (1,2) (2,1) (2,2) TWO COIN MORRA This game is layed by two layers, R and C. Each layer hides either one or two silver dollars in his/her hand. Simultaneously, each layer guesses how many coins the other layer is holding.

More information

Gottfried Haberler s Principle of Comparative Advantage

Gottfried Haberler s Principle of Comparative Advantage Gottfried Haberler s rincile of Comarative dvantage Murray C. Kem a* and Masayuki Okawa b a Macquarie University b Ritsumeiken University bstract Like the Torrens-Ricardo rincile of Comarative dvantage,

More information

Effects of Size and Allocation Method on Stock Portfolio Performance: A Simulation Study

Effects of Size and Allocation Method on Stock Portfolio Performance: A Simulation Study 2011 3rd International Conference on Information and Financial Engineering IPEDR vol.12 (2011) (2011) IACSIT Press, Singaore Effects of Size and Allocation Method on Stock Portfolio Performance: A Simulation

More information

Capital, Systemic Risk, Insurance Prices and Regulation

Capital, Systemic Risk, Insurance Prices and Regulation Caital, Systemic Risk, Insurance Prices and Regulation Ajay Subramanian J. Mack Robinson College of Business Georgia State University asubramanian@gsu.edu Jinjing Wang J. Mack Robinson College of Business

More information

Trade and Divergence in Education Systems

Trade and Divergence in Education Systems Trade and Divergence in Education Systems Pao-Li Chang & Fali Huang December 2010 Paer No. 33-2010 ANY OPINIONS EXPRESSED ARE THOSE OF THE AUTHOR(S) AND NOT NECESSARILY THOSE OF THE SCHOOL OF ECONOMICS,

More information

MERIT-Infonomics Research Memorandum series. Pricing and Welfare Implications of Parallel Imports in the Pharmaceutical Industry

MERIT-Infonomics Research Memorandum series. Pricing and Welfare Implications of Parallel Imports in the Pharmaceutical Industry MERIT-Infonomics Research Memorandum series Pricing and Welfare Imlications of Parallel Imorts in the Pharmaceutical Industry Catalina ordoy & Izabela Jelovac 003-004 MERIT Maastricht Economic Research

More information

Causal Links between Foreign Direct Investment and Economic Growth in Egypt

Causal Links between Foreign Direct Investment and Economic Growth in Egypt J I B F Research Science Press Causal Links between Foreign Direct Investment and Economic Growth in Egyt TAREK GHALWASH* Abstract: The main objective of this aer is to study the causal relationshi between

More information

Summary of the Chief Features of Alternative Asset Pricing Theories

Summary of the Chief Features of Alternative Asset Pricing Theories Summary o the Chie Features o Alternative Asset Pricing Theories CAP and its extensions The undamental equation o CAP ertains to the exected rate o return time eriod into the uture o any security r r β

More information

STOLPER-SAMUELSON REVISITED: TRADE AND DISTRIBUTION WITH OLIGOPOLISTIC PROFITS

STOLPER-SAMUELSON REVISITED: TRADE AND DISTRIBUTION WITH OLIGOPOLISTIC PROFITS STOLPER-SAMUELSON REVISITED: TRADE AND DISTRIBUTION WITH OLIGOPOLISTIC PROFITS Robert A. Blecker American University, Washington, DC (October 0; revised February 0) ABSTRACT This aer investigates the distributional

More information

Analysis on Mergers and Acquisitions (M&A) Game Theory of Petroleum Group Corporation

Analysis on Mergers and Acquisitions (M&A) Game Theory of Petroleum Group Corporation DOI: 10.14355/ijams.2014.0301.03 Analysis on Mergers and Acquisitions (M&A) Game Theory of Petroleum Grou Cororation Minchang Xin 1, Yanbin Sun 2 1,2 Economic and Management Institute, Northeast Petroleum

More information

DP2003/10. Speculative behaviour, debt default and contagion: A stylised framework of the Latin American Crisis

DP2003/10. Speculative behaviour, debt default and contagion: A stylised framework of the Latin American Crisis DP2003/10 Seculative behaviour, debt default and contagion: A stylised framework of the Latin American Crisis 2001-2002 Louise Allso December 2003 JEL classification: E44, F34, F41 Discussion Paer Series

More information

Economics of the GATT/WTO

Economics of the GATT/WTO Economics of the GATT/WTO GATT-Think So if our theories really held sway, there would be no need for trade treaties: global free trade would emerge sontaneously from the unrestricted ursuit of national

More information

Welfare Impacts of Cross-Country Spillovers in Agricultural Research

Welfare Impacts of Cross-Country Spillovers in Agricultural Research Welfare Imacts of Cross-Country illovers in Agricultural Research ergio H. Lence and Dermot J. Hayes Working Paer 07-WP 446 Aril 2007 Center for Agricultural and Rural Develoment Iowa tate University Ames,

More information

Growth, Distribution, and Poverty in Cameroon: A Poverty Analysis Macroeconomic Simulator s Approach

Growth, Distribution, and Poverty in Cameroon: A Poverty Analysis Macroeconomic Simulator s Approach Poverty and Economic Policy Research Network Research Proosal Growth, istribution, and Poverty in Cameroon: A Poverty Analysis Macroeconomic Simulator s Aroach By Arsene Honore Gideon NKAMA University

More information

Statistics and Probability Letters. Variance stabilizing transformations of Poisson, binomial and negative binomial distributions

Statistics and Probability Letters. Variance stabilizing transformations of Poisson, binomial and negative binomial distributions Statistics and Probability Letters 79 (9) 6 69 Contents lists available at ScienceDirect Statistics and Probability Letters journal homeage: www.elsevier.com/locate/staro Variance stabilizing transformations

More information

Third-Market Effects of Exchange Rates: A Study of the Renminbi

Third-Market Effects of Exchange Rates: A Study of the Renminbi PRELIMINARY DRAFT. NOT FOR QUOTATION Third-Market Effects of Exchange Rates: A Study of the Renminbi Aaditya Mattoo (Develoment Research Grou, World Bank), Prachi Mishra (Research Deartment, International

More information

ECON 1100 Global Economics (Fall 2013) Government Failure

ECON 1100 Global Economics (Fall 2013) Government Failure ECON 11 Global Economics (Fall 213) Government Failure Relevant Readings from the Required extbooks: Economics Chater 11, Government Failure Definitions and Concets: government failure a situation in which

More information

International Journal of Scientific & Engineering Research, Volume 4, Issue 11, November ISSN

International Journal of Scientific & Engineering Research, Volume 4, Issue 11, November ISSN International Journal of Scientific & Engineering Research, Volume 4, Issue 11, November-2013 1063 The Causality Direction Between Financial Develoment and Economic Growth. Case of Albania Msc. Ergita

More information

Informed Principals in the Credit Market when Borrowers and Lenders Are Heterogeneous

Informed Principals in the Credit Market when Borrowers and Lenders Are Heterogeneous ISSN 2282-6483 Informed rincials in the Credit Market when Borrowers and Lenders re Heterogeneous Francesca Barigozzi iero Tedeschi Quaderni - Working aer DSE N 1051 Informed rincials in the Credit Market

More information

Interest Rates in Trade Credit Markets

Interest Rates in Trade Credit Markets Interest Rates in Trade Credit Markets Klenio Barbosa Humberto Moreira Walter Novaes December, 2009 Abstract Desite strong evidence that suliers of inuts are informed lenders, the cost of trade credit

More information

Twin Deficits and Inflation Dynamics in a Mundell-Fleming-Tobin Framework

Twin Deficits and Inflation Dynamics in a Mundell-Fleming-Tobin Framework Twin Deficits and Inflation Dynamics in a Mundell-Fleming-Tobin Framework Peter Flaschel, Bielefeld University, Bielefeld, Germany Gang Gong, Tsinghua University, Beijing, China Christian R. Proaño, IMK

More information

BIS Working Papers. Liquidity risk in markets with trading frictions: What can swing pricing achieve? No 663. Monetary and Economic Department

BIS Working Papers. Liquidity risk in markets with trading frictions: What can swing pricing achieve? No 663. Monetary and Economic Department BIS Working Paers No 663 Liquidity risk in markets with trading frictions: What can swing ricing achieve? by Ulf Lewrick and Jochen Schanz Monetary and Economic Deartment October 207 JEL classification:

More information

Oliver Hinz. Il-Horn Hann

Oliver Hinz. Il-Horn Hann REEARCH ARTICLE PRICE DICRIMINATION IN E-COMMERCE? AN EXAMINATION OF DYNAMIC PRICING IN NAME-YOUR-OWN PRICE MARKET Oliver Hinz Faculty of Economics and usiness Administration, Goethe-University of Frankfurt,

More information

EVIDENCE OF ADVERSE SELECTION IN CROP INSURANCE MARKETS

EVIDENCE OF ADVERSE SELECTION IN CROP INSURANCE MARKETS The Journal of Risk and Insurance, 2001, Vol. 68, No. 4, 685-708 EVIDENCE OF ADVERSE SELECTION IN CROP INSURANCE MARKETS Shiva S. Makki Agai Somwaru INTRODUCTION ABSTRACT This article analyzes farmers

More information

Does Anti-dumping Enforcement Generate Threat?

Does Anti-dumping Enforcement Generate Threat? MPRA Munich Personal RePEc Archive Does Anti-duming Enforcement Generate Threat? Sagnik Bagchi and Surajit Bhattacharyya and Krishnan Narayanan Indian Institute of Technology Bombay. February 04 Online

More information

Auctions That Implement Efficient Investments

Auctions That Implement Efficient Investments Auctions That Implement Efficient Investments Kentaro Tomoeda October 31, 215 Abstract This article analyzes the implementability of efficient investments for two commonly used mechanisms in single-item

More information

Fiscal Policy and the Real Exchange Rate

Fiscal Policy and the Real Exchange Rate WP/12/52 Fiscal Policy and the Real Exchange Rate Santanu Chatterjee and Azer Mursagulov 2012 International Monetary Fund WP/12/52 IMF Working Paer Fiscal Policy and the Real Exchange Rate Preared by Santanu

More information

Provided in Cooperation with: Bonn Graduate School of Economics (BGSE), University of Bonn

Provided in Cooperation with: Bonn Graduate School of Economics (BGSE), University of Bonn econstor www.econstor.eu Der Oen-Access-Publikationsserver der ZBW Leibniz-Informationszentrum Wirtschaft The Oen Access Publication Server of the ZBW Leibniz Information Centre for Economics Bös, Dieter

More information

School of Economic Sciences

School of Economic Sciences School of Economic Sciences Working Paer Series WP 015-10 Profit-Enhancing Environmental Policy: Uninformed Regulation in an Entry-Deterrence Model* Ana Esínola-Arredondo and Félix Muñoz-García June 18,

More information

Solvency regulation and credit risk transfer

Solvency regulation and credit risk transfer Solvency regulation and credit risk transfer Vittoria Cerasi y Jean-Charles Rochet z This version: May 20, 2008 Abstract This aer analyzes the otimality of credit risk transfer (CRT) in banking. In a model

More information

CONSUMER CREDIT SCHEME OF PRIVATE COMMERCIAL BANKS: CONSUMERS PREFERENCE AND FEEDBACK

CONSUMER CREDIT SCHEME OF PRIVATE COMMERCIAL BANKS: CONSUMERS PREFERENCE AND FEEDBACK htt://www.researchersworld.com/ijms/ CONSUMER CREDIT SCHEME OF PRIVATE COMMERCIAL BANKS: CONSUMERS PREFERENCE AND FEEDBACK Rania Kabir, Lecturer, Primeasia University, Bangladesh. Ummul Wara Adrita, Lecturer,

More information

Objectives. 3.3 Toward statistical inference

Objectives. 3.3 Toward statistical inference Objectives 3.3 Toward statistical inference Poulation versus samle (CIS, Chater 6) Toward statistical inference Samling variability Further reading: htt://onlinestatbook.com/2/estimation/characteristics.html

More information

U. Carlos III de Madrid CEMFI. Meeting of the BIS Network on Banking and Asset Management Basel, 9 September 2014

U. Carlos III de Madrid CEMFI. Meeting of the BIS Network on Banking and Asset Management Basel, 9 September 2014 Search hfor Yield David Martinez-MieraMiera Rafael Reullo U. Carlos III de Madrid CEMFI Meeting of the BIS Network on Banking and Asset Management Basel, 9 Setember 2014 Motivation (i) Over the ast decade

More information

Prediction of Rural Residents Consumption Expenditure Based on Lasso and Adaptive Lasso Methods

Prediction of Rural Residents Consumption Expenditure Based on Lasso and Adaptive Lasso Methods Oen Journal of Statistics, 2016, 6, 1166-1173 htt://www.scir.org/journal/ojs ISSN Online: 2161-7198 ISSN Print: 2161-718X Prediction of Rural Residents Consumtion Exenditure Based on Lasso and Adative

More information

Working Paper Series. This paper can be downloaded without charge from:

Working Paper Series. This paper can be downloaded without charge from: Working Paer Series This aer can be downloaded without charge from: htt://www.richmondfed.org/ublications/ Otimal liquidity regulation with shadow banking Borys Grochulski Yuzhe Zhang November 3, 2017

More information

Sharpe Ratios and Alphas in Continuous Time

Sharpe Ratios and Alphas in Continuous Time JOURNAL OF FINANCIAL AND QUANTITATIVE ANALYSIS VOL. 39, NO. 1, MARCH 2004 COPYRIGHT 2004, SCHOOL OF BUSINESS ADMINISTRATION, UNIVERSITY OF WASHINGTON, SEATTLE, WA 98195 Share Ratios and Alhas in Continuous

More information

Analytical support in the setting of EU employment rate targets for Working Paper 1/2012 João Medeiros & Paul Minty

Analytical support in the setting of EU employment rate targets for Working Paper 1/2012 João Medeiros & Paul Minty Analytical suort in the setting of EU emloyment rate targets for 2020 Working Paer 1/2012 João Medeiros & Paul Minty DISCLAIMER Working Paers are written by the Staff of the Directorate-General for Emloyment,

More information

Does Anti-dumping Enforcement Generate Threat?

Does Anti-dumping Enforcement Generate Threat? Does Anti-duming Enforcement Generate Threat? Sagnik Bagchi Research Scholar Deartment of Humanities and Social Sciences Indian Institute of Technology Bombay. India E-mail: bagchi.sagnik@gmail.com Surajit

More information

A Comparative Study of Various Loss Functions in the Economic Tolerance Design

A Comparative Study of Various Loss Functions in the Economic Tolerance Design A Comarative Study of Various Loss Functions in the Economic Tolerance Design Jeh-Nan Pan Deartment of Statistics National Chen-Kung University, Tainan, Taiwan 700, ROC Jianbiao Pan Deartment of Industrial

More information

A NOTE ON SKEW-NORMAL DISTRIBUTION APPROXIMATION TO THE NEGATIVE BINOMAL DISTRIBUTION

A NOTE ON SKEW-NORMAL DISTRIBUTION APPROXIMATION TO THE NEGATIVE BINOMAL DISTRIBUTION A NOTE ON SKEW-NORMAL DISTRIBUTION APPROXIMATION TO THE NEGATIVE BINOMAL DISTRIBUTION JYH-JIUAN LIN 1, CHING-HUI CHANG * AND ROSEMARY JOU 1 Deartment of Statistics Tamkang University 151 Ying-Chuan Road,

More information

Asian Economic and Financial Review A MODEL FOR ESTIMATING THE DISTRIBUTION OF FUTURE POPULATION. Ben David Nissim.

Asian Economic and Financial Review A MODEL FOR ESTIMATING THE DISTRIBUTION OF FUTURE POPULATION. Ben David Nissim. Asian Economic and Financial Review journal homeage: htt://www.aessweb.com/journals/5 A MODEL FOR ESTIMATING THE DISTRIBUTION OF FUTURE POPULATION Ben David Nissim Deartment of Economics and Management,

More information

Are capital expenditures, R&D, advertisements and acquisitions positive NPV?

Are capital expenditures, R&D, advertisements and acquisitions positive NPV? Are caital exenditures, R&D, advertisements and acquisitions ositive NPV? Peter Easton The University of Notre Dame and Peter Vassallo The University of Melbourne February, 2009 Abstract The focus of this

More information

The Supply and Demand for Exports of Pakistan: The Polynomial Distributed Lag Model (PDL) Approach

The Supply and Demand for Exports of Pakistan: The Polynomial Distributed Lag Model (PDL) Approach The Pakistan Develoment Review 42 : 4 Part II (Winter 23). 96 972 The Suly and Demand for Exorts of Pakistan: The Polynomial Distributed Lag Model (PDL) Aroach ZESHAN ATIQUE and MOHSIN HASNAIN AHMAD. INTRODUCTION

More information

A COMPARISON AMONG PERFORMANCE MEASURES IN PORTFOLIO THEORY

A COMPARISON AMONG PERFORMANCE MEASURES IN PORTFOLIO THEORY A COMPARISON AMONG PERFORMANCE MEASURES IN PORFOLIO HEORY Sergio Ortobelli * Almira Biglova ** Stoyan Stoyanov *** Svetlozar Rachev **** Frank Fabozzi * University of Bergamo Italy ** University of Karlsruhe

More information

How Much Do Tax Distortions Restrict Employment and Output Growth? *

How Much Do Tax Distortions Restrict Employment and Output Growth? * Ho Much Do Tax Distortions Restrict Emloyment and Outut Groth? * Tax and Structural Reforms in the Euro Area Nikola Bokan University of St Andres Andre Hughes Hallett Vanderbilt University and CEPR Abstract:

More information

Trade Reform with a Government Budget Constraint

Trade Reform with a Government Budget Constraint Trade Reform with a Government Budget Constraint James E. Anderson Boston College and NBER 11/1/96 Preared for the International Economic Association conference on Trade Policy and the Pacific Rim, Sydney,

More information

Online Robustness Appendix to Are Household Surveys Like Tax Forms: Evidence from the Self Employed

Online Robustness Appendix to Are Household Surveys Like Tax Forms: Evidence from the Self Employed Online Robustness Aendix to Are Household Surveys Like Tax Forms: Evidence from the Self Emloyed October 01 Erik Hurst University of Chicago Geng Li Board of Governors of the Federal Reserve System Benjamin

More information

Economics Lecture Sebastiano Vitali

Economics Lecture Sebastiano Vitali Economics Lecture 3 06-7 Sebastiano Vitali Course Outline Consumer theory and its alications. Preferences and utility. Utility maimization and uncomensated demand.3 Eenditure minimization and comensated

More information

Setting the regulatory WACC using Simulation and Loss Functions The case for standardising procedures

Setting the regulatory WACC using Simulation and Loss Functions The case for standardising procedures Setting the regulatory WACC using Simulation and Loss Functions The case for standardising rocedures by Ian M Dobbs Newcastle University Business School Draft: 7 Setember 2007 1 ABSTRACT The level set

More information

Re-testing liquidity constraints in 10 Asian developing countries

Re-testing liquidity constraints in 10 Asian developing countries Re-testing liquidity constraints in 0 Asian develoing countries Kuan-Min Wang * Deartment of Finance, Overseas Chinese University Yuan-Ming Lee Deartment of Finance, Southern Taiwan University Abstract

More information

PLUTOCRATIC AND DEMOCRATIC CONSUMER PRICE INDEXES: Francesco Chelli and Elvio Mattioli

PLUTOCRATIC AND DEMOCRATIC CONSUMER PRICE INDEXES: Francesco Chelli and Elvio Mattioli LUTORATI AND DEMORATI ONSUMER RIE INDEXES: AN ESTIMATION OF A DEMORATI INDEX FOR ITALY 995-2005 Francesco helli and Elvio Mattioli We thank. Ercolani for helful discussion and comments. All errors are

More information

: now we have a family of utility functions for wealth increments z indexed by initial wealth w.

: now we have a family of utility functions for wealth increments z indexed by initial wealth w. Lotteries with Money Payoffs, continued Fix u, let w denote wealth, and set u ( z) u( z w) : now we have a family of utility functions for wealth increments z indexed by initial wealth w. (a) Recall from

More information

A GENERALISED PRICE-SCORING MODEL FOR TENDER EVALUATION

A GENERALISED PRICE-SCORING MODEL FOR TENDER EVALUATION 019-026 rice scoring 9/20/05 12:12 PM Page 19 A GENERALISED PRICE-SCORING MODEL FOR TENDER EVALUATION Thum Peng Chew BE (Hons), M Eng Sc, FIEM, P. Eng, MIEEE ABSTRACT This aer rooses a generalised rice-scoring

More information