Analyzing market basket data through sparse multivariate logit models
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DOI: 10.1057/s41270-024-00331-0
Abstract: Using multivariate logit models, we analyze purchases of product categories made by individual households. We introduce a sparse multivariate logit model that considers only a subset of all two-way interactions. A combined forward and backward… read more here.
Keywords: logit models; model; multivariate logit; sparse multivariate ... See more keywords
A model averaging approach for the ordered probit and nested logit models with applications
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DOI: 10.1080/02664763.2018.1450367
Abstract: ABSTRACT This paper considers model averaging for the ordered probit and nested logit models, which are widely used in empirical research. Within the frameworks of these models, we examine a range of model averaging methods,… read more here.
Keywords: model averaging; probit nested; logit models; model ... See more keywords