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Estimation, Inference and Specification Analysis
Halbert White
出版
Cambridge University Press
, 1996-06-28
主題
Business & Economics / Econometrics
Business & Economics / Economics / Theory
ISBN
0521574463
9780521574464
URL
http://books.google.com.hk/books?id=hnNpQSf7ZlAC&hl=&source=gbs_api
EBook
SAMPLE
註釋
This book examines the consequences of misspecifications ranging from the fundamental to the nonexistent for the interpretation of likelihood-based methods of statistical estimation and interference. Professor White first explores the underlying motivation for maximum-likelihood estimation, treats the interpretation of the maximum-likelihood estimator (MLE) for misspecified probability models and gives the conditions under which parameters of interest can be consistently estimated despite misspecification and the consequences of misspecification for hypothesis testing in estimating the asymptotic covariance matrix of the parameters. The analysis concludes with an examination of methods by which the possibility of misspecification can be empirically investigated and offers a variety of tests for misspecification.