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- catalog abstract "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.".
- catalog contributor b10770151.
- catalog created "1998.".
- catalog date "1998".
- catalog date "1998.".
- catalog dateCopyrighted "1998.".
- catalog description "Includes bibliographical references and index.".
- catalog description "Introduction -- Single index models -- Binary response models -- Deconvolution problems -- Transformation models -- Appendix: Nonparametric Estimation.".
- catalog description "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.".
- catalog extent "x, 204 p. :".
- catalog identifier "0387984771 (softcover : alk. paper)".
- catalog isPartOf "Lecture notes in statistics (Springer-Verlag) ; v. 131.".
- catalog isPartOf "Lecture notes in statistics ; 131".
- catalog issued "1998".
- catalog issued "1998.".
- catalog language "eng".
- catalog publisher "New York : Springer,".
- catalog subject "330/.01/5195 21".
- catalog subject "Econometrics.".
- catalog subject "Economics Statistics.".
- catalog subject "Estimation theory.".
- catalog subject "HB139 .H65 1998".
- catalog subject "Mathematics.".
- catalog tableOfContents "Introduction -- Single index models -- Binary response models -- Deconvolution problems -- Transformation models -- Appendix: Nonparametric Estimation.".
- catalog title "Semiparametric methods in econometrics / Joel L. Horowitz.".
- catalog type "text".