Maximum Likelihood Estimation of Misspecified Models

Twenty Years Later

AvT. Fomby,R. Carter Hill

Inbunden, Engelska, 2003

Del 17 i serien Advances in Econometrics

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Beskrivning

This volume is the result of an "Advances in Econometrics" conference held in November of 2002 at Louisiana State University in recognition of Halbert White's pioneering work published in Econometrica in 1980 and 1982 on robust variance-covariance estimation and quasi-maximum likelihood estimation. It contains 11 papers on a range of related topics including the estimation of possibly misspecified error component and fixed effects panel models, estimation and inference in possibly misspecified quantile regression models, quasi-maximum likelihood estimation of linear regression models with bounded and symmetric errors and quasi-maximum likelihood estimation of models with parameter dependencies between the mean vector and error variance-covariance matrix. Other topics include GMM, HAC, Heckit, asymmetric GARCH, Cross-Entropy, and multivariate deterministic trend estimation and testing under various possible misspecifications.

Produktinformation

Utgivningsdatum:2003-12-12
Mått:156 x 234 x 15 mm
Vikt:553 g
Format:Inbunden
Språk:Engelska
Serie:Advances in Econometrics
Antal sidor:268
Förlag:Emerald Publishing Limited
ISBN:9780762310753

Utforska kategorier

Mikroekonomi inom Ekonomi och Ledarskap

Recensioner i media

...Eleven papers focus on maximum likelihood estimation in the presence of misspecified models, or quasi-maximum likelihood estimation, and recognize Halbert White's pioneering work on the topic beginning in 1982. Journal of Economic Literature, 2004

Innehållsförteckning

A comparative study of pure and pretest estimators for a possibly misspecified two-way error component model (B.H. Baltagi, G. Bresson, A. Pirotte). Tests of common deterministic trend slopes applied to quarterly global temperature data (T.B. Fomby, T.J. Vogelsang). The sandwich estimate of variance (J.W. Hardin). Test statistics and critical values in selectivity models (R.C. Hill, L.C. Adkins, K.A. Bender). Estimation, inference, and specification testing for possibly misspecified quantile regression (T.-H. Kim, H. White). Maximum likelihood estimation with bounded symmetric errors (D. Miller, J. Eales, P. Preckel). Consistent quasi-maximum likelihood estimation with limited information (D. Miller, S.-H. Lee). An examination of the sign and volatility switching ARCH models under alternative distributional assumptions (M.F. Omran, F. Avram). Estimating a linear exponential density when the weighting matrix and mean parameter vector are functionally related (C.-Y. Sin). Testing in GMM models without truncation (T.J. Vogelsang). Bayesian analysis of misspecified models with fixed effects (T. Woutersen).