Random Forest-Based Multistate Survival Analysis

---

Documentation for package ‘RFmstate’ version 0.1.2

• DESCRIPTION file
• User guides, package vignettes and other documentation

Help Pages

RFmstate-package	RFmstate: Random Forest-Based Multistate Survival Analysis
aalen_johansen	Aalen-Johansen Nonparametric Estimator
clinical_states	Create Clinical Trial Multistate Structure
compute_trans_prob	Compute Transition Probability Matrix via Product-Integral
define_multistate	Define Multistate Structure
diagnose	Diagnostics for Random Forest Multistate Model
diagnose.rfmstate	Diagnostics for Random Forest Multistate Model
importance	Feature Importance per Transition
plot.aj_estimate	Plot Aalen-Johansen Estimates
plot.rfmstate_diag	Plot Diagnostics
plot.rfmstate_importance	Plot Feature Importance
plot.rfmstate_pred	Plot RF Multistate Predictions
plot_transition_diagram	Plot Transition Diagram
predict.rfmstate	Predict Transition Probabilities for New Data
prepare_data	Prepare Data for Multistate Analysis
RFmstate	RFmstate: Random Forest-Based Multistate Survival Analysis
rfmstate	Fit Random Forest Multistate Model
sim_clinical_data	Simulate Clinical Trial Multistate Data
summary.rfmstate	Summary of Random Forest Multistate Model