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Testing Non-Nested Nonlinear Regression Models

Econometrica 1978 46(3), 677
In Pesaran [9], the test developed by Cox for comparing separate families of hypo-theses was applied to the choice between two non-nested linear single-equation econometric models. In this paper, the analysis is extended to cover multivariate nonlinear models whenever full information maximum likelihood estimation is possible. This allows formal comparisons not only of competing explanatory variables but also of alternative functional forms. The largest part of the paper derives the results and shows that they are recognizable as generalizations of the single-equation case. It is also shown that the calculation of the test statistic involves very little computation beyond that necessary to estimate the models in the first place. The paper concludes with a practical application of the test to the analysis of the U.S. consumption function and it is demon-strated that formal tests can give quite different results to conventional informal selection procedures. Indeed, in the case examined, five alternative hypotheses, some of which appear to perform quite satisfactorily, can all be rejected using the test. 1.

Accounting and Behavioral Concepts: A Classroom Approach.

The Accounting Review 1978 53(2), 495-500
Students sometimes have difficulty in fully understanding the implications and applications of behavioral concepts to accounting. A reason for this difficulty may be because these concepts are frequently presented, illustrated, and discussed in contexts that are unfamiliar to the student. The purpose of this paper is to suggest a general approach which may be used in discussing this topic in the classroom using illustrations and questions that may be both more understandable and meaningful to students in their college environment.