# Two-Part and Related Regression Models for Longitudinal Data

@article{Farewell2017TwoPartAR, title={Two-Part and Related Regression Models for Longitudinal Data}, author={V. Farewell and D. L. Long and B. Tom and S. Yiu and L. Su}, journal={Annual review of statistics and its application}, year={2017}, volume={4}, pages={283 - 315} }

Statistical models that involve a two-part mixture distribution are applicable in a variety of situations. Frequently, the two parts are a model for the binary response variable and a model for the outcome variable that is conditioned on the binary response. Two common examples are zero-inflated or hurdle models for count data and two-part models for semicontinuous data. Recently, there has been particular interest in the use of these models for the analysis of repeated measures of an outcome… Expand

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