icpack (version 0.1.0)

Survival Analysis of Interval-Censored Data

Description

Survival analysis of interval-censored data with proportional hazards, and an explicit smooth estimate of the baseline log-hazard with P-splines.

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Version

Install

install.packages('icpack')

Monthly Downloads

156

Version

0.1.0

License

GPL (>= 2)

Maintainer

Hein Putter

Last Published

July 2nd, 2024

Functions in icpack (0.1.0)

rasterplot

Plot probabilities as a raster`

print.icfit

Print method for an object of class `icfit`

fillplot

Fills space between two lines in a graph

Mstep

Function for fitting proportioal hazard model with baseline hazard

InfoMatrix

Compute the information matrix

Ova

Ovarian cancer data

bbase

Compute a B-spline basis

get_input_icfit

Get and check input of icfit

Estep

Perform the E-step in the EM algorithm

icfit

Fit a proportional hazards model with baseline hazard modeled by P-splines

fitit

Fit proportional hazard model with smooth baseline hazard and (optional) interval censoring

init

Generate a discrete IC object

plot.predict.icfit

Plot method for an object of class `predict.icfit`

summary.icfit

Summary method for an object of class `icfit`

summary.predict.icfit

Summary method for an object of class `predict.icfit`

predict.icfit

Predict method for an object of class `icfit`

plot.icfit

Plot method for an object of class `icfit`

drugusers

Interval-censored drug users data