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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