Modeling intensive longitudinal data with mixtures of nonparametric trajectories and time-varying effects.
Dziak JJ, Li R, Tan X, Shiffman S, Shiyko MP.
Dziak JJ, et al. Among authors: li r.
Psychol Methods. 2015 Dec;20(4):444-69. doi: 10.1037/met0000048. Epub 2015 Sep 21.
Psychol Methods. 2015.
PMID: 26390169
Free PMC article.
Time-varying effect models (TVEMs; see Tan, Shiyko, Li, Li, & Dierker, 2012) address these needs by allowing regression coefficients to be smooth, nonlinear functions of time rather than constants. ...The usefulness of the method is demonstrated in an empirical …
Time-varying effect models (TVEMs; see Tan, Shiyko, Li, Li, & Dierker, 2012) address these needs by allowing regression co …