A latent class Cox PH model is fitted to CHF survival data with class number selected by BIC, evaluated via AUC on cross-validated and bootstrapped samples, and shown in simulation to outperform the standard single-class Cox model.
Deciding on the number of classes in latent class analysis and growth mixture modeling: a Monte Carlo simulation study.Struct Equ Modeling2007; 14:535-569
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ME 1years
2019 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
Application of Cox Model to predict the survival of patients with Chronic Heart Failure: A latent class regression approach
A latent class Cox PH model is fitted to CHF survival data with class number selected by BIC, evaluated via AUC on cross-validated and bootstrapped samples, and shown in simulation to outperform the standard single-class Cox model.