Model Specification: The Views of Fisher and Neyman, and Later Developments Export

@article{citeulike:207613, abstract = {Since Fisher's formulation in 1922 of a framework for theoretical statistics, statistical theory has been concerned primarily with the derivation and properties of suitable statistical procedures on the basis of an assumed statistical model (including sensitivity to deviations from this model). Until relatively recently, the theory has paid little attention to the question of how such a model should be chosen. In the present paper, we consider first what Fisher and Neyman had to say about this problem and in Section 2 survey some contributions statistical theory has made to it. In Section 3 we study a distinction between two types of models (empirical and explanatory) which has been discussed by Neyman, Box, and others. A concluding section considers some lines of further work.}, author = {Lehmann, E. L.}, citeulike-article-id = {207613}, citeulike-linkout-0 = {http://www.jstor.org/stable/2245675}, journal = {Statistical Science}, keywords = {fisher, models, neyman, statistics}, number = {2}, pages = {160--168}, posted-at = {2005-05-22 19:22:19}, priority = {2}, title = {Model Specification: The Views of Fisher and Neyman, and Later Developments}, url = {http://www.jstor.org/stable/2245675}, volume = {5}, year = {1990} }

TY - JOUR ID - citeulike:207613 L3 - citeulike-article-id:207613 N2 - Since Fisher's formulation in 1922 of a framework for theoretical statistics, statistical theory has been concerned primarily with the derivation and properties of suitable statistical procedures on the basis of an assumed statistical model (including sensitivity to deviations from this model). Until relatively recently, the theory has paid little attention to the question of how such a model should be chosen. In the present paper, we consider first what Fisher and Neyman had to say about this problem and in Section 2 survey some contributions statistical theory has made to it. In Section 3 we study a distinction between two types of models (empirical and explanatory) which has been discussed by Neyman, Box, and others. A concluding section considers some lines of further work. IS - 2 JF - Statistical Science EP - 168 TI - Model Specification: The Views of Fisher and Neyman, and Later Developments VL - 5 SP - 160 KW - fisher KW - models KW - neyman KW - statistics AU - Lehmann, EL PY - 1990/// UR - http://www.jstor.org/stable/2245675 ER -