{"title":"Asymptotic Bias and Optimal Convergence Rates for Semiparametric Kernel Estimators in the Regression Discontinuity Model","authors":"J. Porter","doi":"10.2139/ssrn.373081","DOIUrl":"https://doi.org/10.2139/ssrn.373081","url":null,"abstract":"The regression discontinuity model has recently become a commonly applied framework for empirical work in economics. Hahn, Todd, and Van der Klaauw (2001) provide a formal development of the identification of a treatment effect in this framework and also note the potential bias problems in its estimation. This bias difficulty is the result of a particular feature of the regression discontinuity treatment effect estimation problem that distinguishes it from typical semiparametric estimation problems where smoothness is lacking. Here, the discontinuity is not simply an obstacle to overcome in estimation; instead, the size of discontinuity is itself the object of estimation interest. In this paper, I derive the optimal rate of convergence for estimation of the regression discontinuity treatment effect. The optimal rate suggests that the appropriate choice of estimator the bias difficulties are no worse than would be found in the usual nonparametric conditional mean estimation problem (at an interior point of the covariate support). Two estimators are proposed that attain the optimal rate under varying conditions. One estimator is based on Robinson's (1988) partially linear estimator. The other estimator uses local polynomial estimation and is optimal under a broader set of conditions.","PeriodicalId":221813,"journal":{"name":"Harvard Economics Department Working Paper Series","volume":"35 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2002-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"128341314","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Asymptotic Efficiency in Parametric Structural Models with Parameter-Dependent Support","authors":"K. Hirano, J. Porter","doi":"10.2139/ssrn.373080","DOIUrl":"https://doi.org/10.2139/ssrn.373080","url":null,"abstract":"In certain auction, search, and related models, the boundary of the support of the observed data depends on some of the parameters of interest. For such nonregular models, standard asymptotic distribution theory does not apply. Previous work has focused on characterizing the nonstandard limiting distributions of particular estimators in these models. In contrast, we study the problem of constructing efficient point estimators. We show that the maximum likelihood estimator is generally inefficient, but that the Bayes estimator is efficient according to the local asymptotic minmax criterion for conventional loss functions. We provide intuition for this result using Le Cam's limits of experiments framework.","PeriodicalId":221813,"journal":{"name":"Harvard Economics Department Working Paper Series","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2002-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123902723","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Russia in Transition","authors":"M. Schwarz, E. Lazear, S. Rosen","doi":"10.2139/ssrn.346543","DOIUrl":"https://doi.org/10.2139/ssrn.346543","url":null,"abstract":"The history of transition in Russia is analyzed in this paper. Issues ranging from managerial incentives to the changing structure of trade are considered in an attempt to present a comprehensive sketch of the state of the Russian economy. The transition in Russia can be compared with demobilization. Demobilization process is often accompanied by large output declines. For instance, during the post World War II demobilization the US GNP declined by 25%. In light of this, the great contraction of the Russian economy does not appear to be a major outlier when the militaristic nature of the Soviet economy is taken into account. We point out a previously unexplored factor detrimental for incentives of Russian managers, which we call soft taxation. Soft taxation is a free market analog of soft-budget constraints. Due to the inefficiency of institutions, managers have an incentive to take costly actions in order to signal that the profitability of the firm is low. Also, we suggest a few indices of aggregate economic shocks including one based on the structure of foreign trade. The values of the indices of aggregate shocks for the Russian economy are compared to those of several other countries. The data seem to indicate that the changes in the structure of Russian trade have been far greater than in non-transition economies. However, other indices of economic adjustment do not paint a picture of a rapid transition.","PeriodicalId":221813,"journal":{"name":"Harvard Economics Department Working Paper Series","volume":"8 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2002-11-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"115293534","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Investment Tournaments: Should a Rational Agent Put All His Eggs in One Basket?","authors":"M. Schwarz","doi":"10.2139/ssrn.343801","DOIUrl":"https://doi.org/10.2139/ssrn.343801","url":null,"abstract":"Investment tournament is a type of decision problem introduced and studied in this paper. These problems involve allocation of investments among several alternatives whose values are subject to exogenous shocks. The payoff to the decision maker is a weighted sum of final values of each alternatives with weights convex in final values. (1) For the case of constant returns to scale it is optimal to allocate all resources to the most promising alternative. (2) In tournaments for a promotion the agents would rationally choose to put forth more effort in the early stage of the tournament in a bid to capture a larger share of mentoring resources.","PeriodicalId":221813,"journal":{"name":"Harvard Economics Department Working Paper Series","volume":"87 15 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2002-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126298331","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Consumption-Based Asset Pricing","authors":"John Y. Campbell","doi":"10.2139/SSRN.343784","DOIUrl":"https://doi.org/10.2139/SSRN.343784","url":null,"abstract":"This chapter reviews the behavior of financial asset prices in relation to consumption. The chapter lists some important stylized facts that characterize U.S. data, and relates them to recent developments in equilibrium asset pricing theory. Data from other countries are examined to see which features of the U.S. experience apply more generally. The chapter argues that to make sense of asset market behavior one needs a model in which the market price of risk is high, time-varying, and correlated with the state of the economy. Models that have this feature, including models with habit-formation in utility, heterogeneous investors, and irrational expectations, are discussed. The main focus is on stock returns and short-term real interest rates, but bond returns are also considered.","PeriodicalId":221813,"journal":{"name":"Harvard Economics Department Working Paper Series","volume":"37 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2002-09-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123897670","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Effects of Revenue-Sharing Contracts on Welfare in Vertically-Separated Markets: Evidence from the Video Rental Industry","authors":"J. Mortimer","doi":"10.2139/ssrn.336244","DOIUrl":"https://doi.org/10.2139/ssrn.336244","url":null,"abstract":"In this study I analyze the implications of contractual innovation in vertically-separated industries, using the example of the video rental industry. Prior to 1998, video stores obtained inventory from movie distributors using simple linear pricing contracts. In 1998, revenue-sharing contracts, which include inventory restrictions, were widely adopted. I investigate the effect of using revenue-sharing contracts on firms' profits and consumer welfare, relative to linear pricing contracts. I analyze a new panel dataset of home video retailers that includes information on individual retailers' contract and inventory choices, weekly rentals and sales, and contract terms (prices and quantity restrictions) for 1,114 movie titles and 6,594 retailers in the U. S during each week of 1998 and 1999. A structural econometric model of firms' behavior is developed and estimated, and counterfactual experiments are performed. The results indicate that total upstream and downstream profits increase by three to six percent, and consumers benefit substantially when revenue-sharing contracts are adopted. I also examine the effects of the observed quantity restrictions. I find that these restrictions serve to increase profit for upstream firms and decrease profits for downstream firms, relative to revenue-sharing contracts without inventory restrictions.","PeriodicalId":221813,"journal":{"name":"Harvard Economics Department Working Paper Series","volume":"1618 ","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2002-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"113995105","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Competing Auctions","authors":"D. Fudenberg, Glenn Ellison","doi":"10.2139/ssrn.323740","DOIUrl":"https://doi.org/10.2139/ssrn.323740","url":null,"abstract":"This paper studies the conditions under which two competing and otherwise identical markets or auction sites of different sizes can coexist in equilibrium, without the larger one attracting all of the smaller one's patrons. We find that the range of equilibrium market sizes depends on the aggregate buyer-seller ratio, and also whether the markets are especially \"thin.\"","PeriodicalId":221813,"journal":{"name":"Harvard Economics Department Working Paper Series","volume":"245 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2002-02-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"126044814","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"The Economics of Location-Based Tax Incentives","authors":"E. Glaeser","doi":"10.2139/ssrn.289834","DOIUrl":"https://doi.org/10.2139/ssrn.289834","url":null,"abstract":"Many local governments offer rich tax deals to firms to get these firms to come to their cities. In this brief essay, I review the economics of location-based tax incentives. I first address the positive economics of these incentives and present five theories of why these tax incentives occur. I then consider the normative aspects of these incentives and discuss the conditions under which these theories lead to optimal locations of firms and to optimal bundles of public goods. In general, I argue that tax incentives will generally lead to more efficient locational decisions. There may be undesirable redistributional consequences of these incentives, but these are best handled by national redistribution policy.","PeriodicalId":221813,"journal":{"name":"Harvard Economics Department Working Paper Series","volume":"1 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2001-10-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"129967317","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"U.S. Monetary Policy During the 1990s","authors":"N. Mankiw","doi":"10.2139/ssrn.279232","DOIUrl":"https://doi.org/10.2139/ssrn.279232","url":null,"abstract":"This paper discusses the conduct and performance of U.S. monetary policy during the 1990s, comparing it to policy during the previous several decades. It reaches four broad conclusions. First, the macroeconomic performance of the 1990s was exceptional, especially if judged by the volatility of growth, unemployment, and inflation. Second, much of the good performance was due to good luck arising from the supply-side of the economy: Food and energy prices were well behaved, and productivity growth experienced an unexpected acceleration. Third, monetary policymakers deserve some of the credit by making interest rates more responsive to inflation than was the case in previous periods. Fourth, although the 1990s can be viewed as an example of successful discretionary policy, Fed policymakers may have been engaged in 'covert inflation targeting' at a rate of about 3 percent. The avoidance of an explicit policy rule, however, means that future policymakers inherit only a limited legacy.","PeriodicalId":221813,"journal":{"name":"Harvard Economics Department Working Paper Series","volume":"231 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2001-08-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"131038666","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Information Technology and the U.S. Economy","authors":"D. Jorgenson","doi":"10.2139/ssrn.257536","DOIUrl":"https://doi.org/10.2139/ssrn.257536","url":null,"abstract":"Автор предлагаемой статьи Дейл Йоргенсон является одним из наиболее значимых современных экономистов. Его блестящие работы в различных областях экономики принесли ему заслуженное уважение коллег во всем мире. В своей стране профессор Д. Йоргенсон избирался председателем Американского эконометрического общества в 1987 г. В настоящее время он является президентом Американской экономической ассоциации. Значителен вклад профессора Д. Йоргенсона в воспитание молодых экономистов в знаменитых университетах: Беркли с 1959 по 1969 гг. и с 1969 г. - в Гарварде. Профессор Д. Йоргенсон любезно предоставил \"Экономическому журналу ВШЭ\" право опубликовать свое ежегодное обращение к членам Американской экономической ассоциации от 6 января 2001 г. Одновременно с \"Экономическим журналом ВШЭ\" это обращение будет напечатано в \"American Economic Review\" (Vol. 91, N 1, р. 1-32). Во время предстоящего визита в ГУ-ВШЭ, в середине мая 2001 г., профессор Д. Йоргенсон выступит с открытой лекцией, тема которой развивает содержание данной публикации.","PeriodicalId":221813,"journal":{"name":"Harvard Economics Department Working Paper Series","volume":"205 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2001-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"133838188","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}