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A mixture logistic model for panel data with a Markov structure (2302.01683v2)
Published 3 Feb 2023 in stat.ME
Abstract: In this study, we propose a mixture logistic regression model with a Markov structure, and consider the estimation of model parameters using maximum likelihood estimation. We also provide a forward type variable selection algorithm to choose the important explanatory variables to reduce the number of parameters in the proposed model.
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