Title: Semiparametric Methods in Econometrics (Lecture Notes in Statistics, 131)
Publisher: Springer
Publication Date: 1998
Language: English
ISBN 10: 0387984771
ISBN 13: 9780387984773
Binding: Soft cover
Condition: New

About this title

Synopsis

Many econometric models contain unknown functions as well as finite- dimensional parameters. Examples of such unknown functions are the distribution function of an unobserved random variable or a transformation of an observed variable. Econometric methods for estimating population parameters in the presence of unknown functions are called "semiparametric." During the past 15 years, much research has been carried out on semiparametric econometric models that are relevant to empirical economics. This book synthesizes the results that have been achieved for five important classes of models. The book is aimed at graduate students in econometrics and statistics as well as professionals who are not experts in semiparametic methods. The usefulness of the methods will be illustrated with applications that use real data.

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