# 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