Title: Econometric Model Specification : Consistent Model Specification Tests and Semi-Nonparametric Modeling and Inference
Publisher: World Scientific Pub Co Inc
Publication Date: 2017
Language: English
ISBN 10: 9814740500
ISBN 13: 9789814740500
Binding: Hardcover
Condition: New

About this title

Synopsis

Econometric Model Specification reviews and extends the author's papers on consistent model specification testing and semi-nonparametric modeling and inference. This book consists of two parts. The first part discusses consistent tests of functional form of regression and conditional distribution models, including a consistent test of the martingale difference hypothesis for time series regression errors. In the second part, semi-nonparametric modeling and inference for duration and auction models are considered, as well as a general theory of the consistency and asymptotic normality of semi-nonparametric sieve maximum likelihood estimators. Moreover, this volume also contains addendums and appendices that provide detailed proofs and extensions of all the results. It is uniquely self-contained and is a useful source for students and researchers interested in model specification issues.

From the Back Cover

Econometric Model Specification reviews and extends the studies on consistent model specification testing and semi-nonparametric modeling and inference. This book consists of four parts. The first part discusses about consistent tests of functional form of regression and conditional distribution models. The second part studies Martingale difference hypothesis for time series regression errors. In the third part, semi-nonparametric modeling and inference for duration and auction models are considered. The last part provides insights into consistency and asymptotic normality of sieve maximum likelihood estimators. Moreover, this volume also contains addendums that provide detailed proofs of all the results. It is uniquely self-contained and a useful source for students and researchers interested in model specification issues.

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