Recent development in econometric analysis of model selection

Author:

Hossain Zakir,Ishaq Bhatti M.

Abstract

This paper briefly introduces the concept of model selection, reviews recent development in the area of econometric analysis of model selection and addresses some of the crucial issues that are being faced by researchers in their routine research problems. The paper emphasizes on the importance of model selection, particularly the information criteria and penalty functions based model selection procedures which are useful for economists and finance researchers.

Publisher

Emerald

Subject

Business, Management and Accounting (miscellaneous),Finance

Reference120 articles.

1. Fitting autoregressive models for prediction

2. Likelihood of a model and information criteria

3. Allen, D. M. (1971). "The prediction sum of squares as a criterion for selecting predictor variables." Technical Report No. 23, Department of Statistics, Stanford University.

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