Model‐based clustering of high‐dimensional longitudinal data via regularization - Yang, Luoying; Wu, Tong Tong (Biometrics, 2023)
Keywords: adolescence; Adolescent; Adolescents; Adult; adulthood; Algorithms; Bayes Theorem; Bayesian analysis; Bayesian theory; Cluster Analysis; Clustering; exponentially growing number of variables; Female; Humans; linear mixed‐effects models; Linear Models; Longitudinal studies; Mathematical models; Multivariate analysis; nonconcave penalty functions; Normal Distribution; Optimization; Parameter estimation; Penalty function; Physical activity; Regularization; sample size; simultaneous effects selection; nonconcave penalty functions; simultaneous effects selection; linear mixed-effects models; exponentially growing number of variables