Finite Sample Econometrics
mai 2004 · OUP Oxford
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This book provides a comprehensive and unified treatment of finite sample statistics and econometrics, a field that has evolved in the last five decades. Within this framework, this is the first book which discusses the basic analytical tools of finite sample econometrics, and explores their applications to models covered in a first year graduate course in econometrics, including repression functions, dynamic models, forecasting, simultaneous equations models, panel data models, and censored models. Both linear and nonlinear models, as well as models with normal and non-normal errors, are studied. Finite sample results are extremely useful for applied researchers doing proper econometric analysis with small or moderately large sample data. Finite sample econometrics also provides the results for very large (asymptotic) samples. This book provides simple and intuitive presentations of difficult concepts, unified and heuristic developments of methods, and applications to various econometric models. It provides a new perspective on teaching and research in econometrics, statistics, and other applied subjects.
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Aman Ullah is a Professor in the Department of Economics at the University of California, Riverside. Earlier, he was a Professor at the University of Western Ontario, Canada and also taught at the Southern Methodist University. He received the Ph.D. degree (1971) in economics from Delhi School of Economics and M.A. in Mathematical Statistics form Lucknow University. A Fellow of the National Academy of Sciences (India), he is the co-author, editor, and co-editor of seven books and the author or co-author of over 100 professional resources papers in economics, econometrics and statistics. He is associate editor of the Journal of Nonparametric Statistics, Economic Reviews, and Empirical Economics, among others.
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