EventPredInCure1.0 package

Event Prediction Including Cured Population

SP_Chen_log_logistic

Survival probability function of the log-logistic distribution with cu...

SP_Chen_log_normal

Survival probability function of the log-normal distribution with cure...

SP_Chen_piecewise_exponential

Survival probability function of the piecewise exponential distributio...

SP_Chen_weibull

Survival probability function of the Weibull distribution with cured p...

b4pst

Function to calculate survival time and censor variables before and po...

Chen_2016_event_time

Function to generate event time in the existence of cured population

Chen_2016_event_time_abovetime0

Function to generate event time based on Chen 2016 method for ongoing ...

Chen_2016_event_time_piecewise_exp_abovetime0

Function to generate event time with piecewise exponential distributio...

EventPredInCure-package

Event Prediction Including Cured Population

FH_test

Fleming-Harrington weighted log-rank tests

fitDropout

Fit time-to-dropout model

fitEnrollment

Fit enrollment model

fitEvent

Fit time-to-event model

getPrediction

Enrollment and event prediction

loglik_Chen_exponential

Log-likelihood function for exponential distribution with cured popula...

loglik_Chen_log_logistic

Log-likelihood function for log-logistic distribution with cured popul...

loglik_Chen_log_normal

Log-likelihood function for log-normal distribution with cured populat...

loglik_Chen_piecewise_exponential

Log-likelihood function for piecewise-exponential distribution with cu...

loglik_Chen_weibull

Log-likelihood function for Weibull distribution with cured population

predictEnrollment

Predict enrollment

predictEvent

Predict event time for ongoing subjects with or without cured populati...

smed

Function to output summary statistics from survfit function output

SP_Chen_exponential

Survival probability function of the exponential distribution with cur...

summarizeObserved

Summarize observed data

test_plot

Function to plot KM plot for time-to-event data in simulation

test_procedure

Function to provide summary and test statistics based on simulation.

tte

Calculating log-rank test p-value, median time from each arm, hazard r...

Predicts enrollment and events assumed enrollment and treatment-specific time-to-event models, and calculates test statistics for time-to-event data with cured population based on the simulation.Methods for prediction event in the existence of cured population are as described in : Chen, Tai-Tsang(2016) <doi:10.1186/s12874-016-0117-3>.

  • Maintainer: Bo Wei
  • License: GPL (>= 2)
  • Last published: 2024-01-12