MODEL EVALUATION AND CHOICE

Citation
A. Nakamura et Jr. Walker, MODEL EVALUATION AND CHOICE, The Journal of human resources, 29(2), 1994, pp. 223-247
Citations number
62
Categorie Soggetti
Economics,"Industrial Relations & Labor
ISSN journal
0022166X
Volume
29
Issue
2
Year of publication
1994
Pages
223 - 247
Database
ISI
SICI code
0022-166X(1994)29:2<223:MEAC>2.0.ZU;2-W
Abstract
The paper begins with a reexamination of the goals of model evaluation , and choice. Desirable properties for an empirical model are stated a s situational, a priori, observational and specification consistency p rinciples. If these consistency principles are accepted as a basis for model evaluation, then one obvious approach to model choice is to con sider the relative goodness of the candidate models in terms of each o f the four consistency principles. Specific examples from our own empi rical research are used to illustrate the advantages of the suggested multidimensional approach to model evaluation and choice.