Cause-specific Cox proportional hazard regression
S3-wrapper function for cforest from the party package
Explained variation for settings with binary, survival and competing risk outcome
Extract the time and event variable from a Cox model
Turn influenceTest Object Into a 'data.table'
Turn predictCSC Object Into a 'data.table'
Turn predictCox Object Into a 'data.table'
Plot Predictions From a Cause-specific Cox Proportional Hazard Regression
Compute the p.value from the distribution under H1
Standard error of the absolute risk predicted from cause-specific Cox models
Computation of standard errors for predictions
Extract coefficients from a Cause-Specific Cox regression model
Extract coefficients from riskRegression model
Estimates from IPCW Logistic Regressions
Confidence Intervals and Confidence Bands for the average treatment effect.
Confidence Intervals and Confidence Bands for the Difference Between Two Estimates
Confidence Intervals and Confidence Bands for the Predicted Absolute Risk (Cumulative Incidence Function)
Confidence Intervals and Confidence Bands for the predicted Survival/Cumulative Hazard
Confidence intervals for Estimate from IPCW Logistic Regressions
Extract the type of estimator for the baseline hazard
Extract the mean value of the covariates
Compute the linear predictor of a Cox model
Extract the design matrix used to train a Cox model
Extract the number of observations from a Cox model
Returns the name of the strata in Cox model
Extract the variance covariance matrix of the beta from a Cox model
Extract iid decomposition from a Cox model
Information for IPCW Logistic Regressions
Check Computation of the Influence Function in a Cox Model
Statistical Inference for the Average Treatment Effect
Statistical Inference for Estimate from IPCW Logistic Regressions
Plotting time-varying effects from a risk regression model.
Predicting Absolute Risk from Cause-Specific Cox Models
Predict subject specific risks (cumulative incidence) based on Fine-Gray regression model
Survival probabilities, hazards and cumulative hazards from Cox regression models
Deprecated Function for Product Limit Estimation of Survival Probabilities .
Extrating predicting risks from regression models
Print of a Cause-Specific Cox regression model
Output of the DIfference Between Two Estimates
Print Predictions From a Cause-specific Cox Proportional Hazard Regression
Print function for riskRegression models
Risk Regression Models and Prediction Scores for Survival Analysis with Competing Risks
Risk Regression Fits a regression model for the risk of an event - allowing for competing risks.
Simulate data with binary or time-to-event outcome
Backward variable selection in the Cox regression model
Evaluate the influence function at selected times
Simulate data of a hypothetical active surveillance prostate cancer study
Reconstruct each of the strata variables
Estimation of censoring probabilities at subject specific times
Extract Specific Elements From An Object
Summary of prediction performance metrics
Compute Confidence Intervals/Bands and P-values After a Transformation
Variance-Covariance Matrix for the Average Treatment Effect.
Variance-covariance for IPCW Logistic Regressions