Landmark Prediction of a Survival Outcome


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Documentation for package ‘landpred’ version 2.0

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AUC.landmark Estimates the area under the ROC curve (AUC).
BS.landmark Estimates the Brier score.
coef.landpred_model_continuous Extract Coefficients from Landpred Continuous Model
cumsum2 Helper function
data_example_landpred Hypothetical data to be used in examples.
get_model Get Landpred Model
Ghat.FUN Estimate Survival Function
helper.si Helper function for AUC.landmark
Kern.FUN Calculates kernel matrix
landpred Create a Landpred Object
optimize_bandwidth Optimize Bandwidth for Continuous Landpred Models
predict.landpred_model_continuous Predict Method for Landpred Continuous Model
predict.landpred_model_discrete Predict Method for Discrete Landpred Model
print.landpred_model_continuous Print Method for Landpred Continuous Model
print.landpred_model_discrete Print Method for Discrete Landpred Model
print.landpred_object Print Method for Landpred Object
Prob.Covariate Calculate Probability with Covariate Information
Prob.Covariate.ShortEvent Calculate Probability with Short Event Information
Prob.Null Calculate Probability with No Information
summary.landpred_model_continuous Summary Method for Landpred Continuous Model
summary.landpred_object Summary Method for Landpred Object
VTM Helper function, repeats a row.
Wi.FUN Computes the inverse probability of censoring weights for a specific t0 and tau