2 papers
stat.ML2025
Comparison of the Cox proportional hazards model and Random Survival Forest algorithm for predicting patient-specific survival probabilities in clinical trial data
Ricarda Graf, Susan Todd, M. Fazil Baksh
The Cox proportional hazards model is often used to analyze data from Randomized Controlled Trials (RCT) with time-to-event outcomes. Random survival forest (RSF) is a machine-lear…
stat.ME2025
Linear classification methods for multivariate repeated measures data -- a simulation study
Ricarda Graf, Marina Zeldovich, Sarah Friedrich
Researchers in the behavioral and social sciences use linear discriminant analysis (LDA) for predictions of group membership (classification) and for identifying the variables most…