Repeated measures random forests (RMRF): Identifying factors associated with nocturnal hypoglycemia - Calhoun, Peter; Levine, Richard A.; Fan, Juanjuan (Biometrics, 2021)
Keywords: Algorithms; Blood glucose; Decision trees; Diabetes; Diabetes mellitus (insulin dependent); exercise; Generalized linear models; Glucose; glycemic control; Hypoglycemia; Insulin; insulin-dependent diabetes mellitus; longitudinal data; Model accuracy; patient care; prediction; random forest; repeated measures; risk; Statistical models; type 1 diabetes; variable importance; Within-subjects design; variable importance; type 1 diabetes; random forest; hypoglycemia; longitudinal data; repeated measures