The second edition of this acclaimed graduate text provides a unified treatment of two methods used in contemporary econometric research, cross section and data panel methods. By focusing on assumptions that can be given behavioral content, the book maintains an appropriate level of rigor while emphasizing intuitive thinking. The analysis covers both linear and nonlinear models, including models with dynamics and/or individual heterogeneity. In addition to general estimation frameworks (particular methods of moments and maximum likelihood), specific linear and nonlinear methods are covered in detail, including probit and logit models and their multivariate, Tobit models, models for count data, censored and missing data schemes, causal (or treatment) effects, and duration analysis. Econometric Analysis of Cross Section and Panel Data was the first graduate econometrics text to focus on microeconomic data structures, allowing assumptions to be separated into population and sampling assumptions. This second edition has been substantially updated and revised. Improvements include a broader class of models for missing data problems; more detailed treatment of cluster problems, an important topic for empirical researchers; expanded discussion of "generalized instrumental variables" (GIV) estimation; new coverage (based on the author's own recent research) of inverse probability weighting; a more complete framework for estimating treatment effects with panel data, and a firmly established link between econometric approaches to nonlinear panel data and the "generalized estimating equation" literature popular in statistics and other fields. New attention is given to explaining when particular econometric methods can be applied; the goal is not only to tell readers what does work, but why certain "obvious" procedures do not. The numerous included exercises, both theoretical and computer-based, allow the reader to extend methods covered in the text and discover new insights.

/pdf/econometric-analysis-of-cross-section-and-panel-data-3jzr8emmtf.pdf

Econometric Analysis of Cross Section and Panel Data

世界経済・社会統計 = World development indicators

This paper develops a dynamic industry model with heterogeneous firms to analyze the intra-industry effects of international trade. The model shows how the exposure to trade will induce only the more productive firms to enter the export market (while some less productive firms continue to produce only for the domestic market) and will simultaneously force the least productive firms to exit. It then shows how further increases in the industry's exposure to trade lead to additional inter-firm reallocations towards more productive firms. The paper also shows how the aggregate industry productivity growth generated by the reallocations contributes to a welfare gain, thus highlighting a benefit from trade that has not been examined theoretically before. The paper adapts Hopenhayn's (1992a) dynamic industry model to monopolistic competition in a general equilibrium setting. In so doing, the paper provides an extension of Krugman's (1980) trade model that incorporates firm level productivity differences. Firms with different productivity levels coexist in an industry because each firm faces initial uncertainty concerning its productivity before making an irreversible investment to enter the industry. Entry into the export market is also costly, but the firm's decision to export occurs after it gains knowledge of its productivity.

/pdf/the-impact-of-trade-on-intra-industry-reallocations-and-14vfgb21xo.pdf

The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity

The gravity model has been widely used to infer substantial trade flow effects of institutions such as customs unions and exchange rate mechanisms. McCallum [1995] found that the US-Canada border led to trade between provinces that is a factor 22 (2,200%) times trade between states and provinces, a spectacular puzzle in light of the low formal barriers on this border. We show that the gravity model usually estimated does not correspond to the theory behind it. We solve the 'border puzzle' by applying the theory seriously. We find that national borders reduce trade between the US and Canada by about 44%, while reducing trade among other industrialized countries by about 30%. McCallum's spectacular headline number is the result of a combination of omitted variables bias and the small size of the Canadian economy. Within-Canada trade rises by a factor 6 due to the border. In contrast, within-US trade rises 25%.

https://papers.ssrn.com/sol3/Delivery.cfm?abstractid=256086

Gravity with Gravitas: A Solution to the Border Puzzle

The author argues that the preponderance of theoretical reasoning and empirical evidence suggests a positive first order relationship between financial development and economic growth. There is evidence that the financial development level is a good predictor of future rates of economic growth, capital accumulation, and technological change. Moreover, cross-country, case-style, industry level and firm-level analysis document extensive periods when financial development crucially affects the speed and pattern of economic development. The author explains what the financial system does and how it affects, and is affected by, economic growth. Theory suggests that financial instruments, markets and institutions arise to mitigate the effects of information and transaction costs. A growing literature shows that differences in how well financial systems reduce information and transaction costs influence savings rates, investment decisions, technological innovation, and long-run growth rates. A less developed theoretical literature shows how changes in economic activity can influence financial systems. The author advocates a functional approach to understanding the role of financial systems in economic growth. This approach focuses on the ties between growth and the quality of the functions provided by the financial systems. The author discourages a narrow focus on one financial instrument, or a particular institution. Instead, the author addresses the more comprehensive question: What is the relationship between financial structure and the functioning of the financial system?

/pdf/financial-development-and-economic-growth-views-and-agenda-1isr9l81uu.pdf

Financial development and economic growth : views and agenda

Financial intermediation and the role of information production

Product Quality, Productive In Colombia, Mexico, and

This study identifies the macro conditions under which industrial growth and financial stability are most likely, and those conditions which are most prone to create disaster. The paper models interest rates, exchange rates, and aggregate demand conditions as affecting industrial growth and financial risk through two channels. First, because these variables affect firms' income, they affect firms net worth expansion. Second, because the link between macro variables and income depends upon the proportions in which firms hold fixed capital, inventories, financial assets, and debts, changes in macro variables also induce portfolio adjustments. The paper then develops an empirical model which allows one to calibrate the strength and timing of each effect. The paper is composed of two sections; one to develop the model, and one to report an application to Uruguayan data. There is also a brief summary section.

Industrial portfolio responses to macroeconomic shocks : an econometric model for developing countries

Why do most new exporters quickly abandon foreign markets after shipping very small amounts? And why do surviving exporters ramp their sales up gradually over a period of many years? A large literature uses models and customs records to address these questions. We complement these studies by conducting case study interviews with a small set of Colombian manufacturers. Inter alia, we find that establishing a lasting foreign market presence involves a costly search and learning process, with valuable knowledge coming from initial failures.

Search and learning in export markets: Evidence from interviews with Colombian exporters

This paper uses the financial statements of industrial firms to develop an integrated firm's eye view of the changes in the Uruguayan economy during 197381. In the first of three subperiods, 1973-75, real financial costs were very negative and tended to o

James Tybout

Papers

Financial intermediation and the role of information production

Product Quality, Productive In Colombia, Mexico, and

Industrial portfolio responses to macroeconomic shocks : an econometric model for developing countries

Search and learning in export markets: Evidence from interviews with Colombian exporters

Uruguay 1973-1981: Interrelación entre Shocks Financieros y Reales