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Pooling choices or categories in multinomial logit models
Authors:Steven B Caudill
Institution:(1) Department of Economics, Auburn University, 36849 Auburn, AL, USA
Abstract:The estimation of multinomial logit models today is routine. With this increased use has also come a need for testing. A test to determine whether choices can be combined is important. This paper presents a likelihood ratio test for combining choices in multinomial logit models. The use of the test is demonstrated with a simple example.
Keywords:JEL C35  multinomial logit  statistical test  pooling
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