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eventPred (version 0.2.6)

pwexpreg: Piecewise exponential regression

Description

Obtains the maximum likelihood estimates for piecewise exponential regression.

Usage

pwexpreg(time, event, J, tcut, q, x)

Value

The maximum likelihood estimates and the associated covariance matrix, AIC and BIC.

Arguments

time

The survival time.

event

The event indicator.

J

The number of time intervals.

tcut

A vector that specifies the endpoints of time intervals for the baseline piecewise exponential survival distribution. Must start with 0, e.g., c(0, 60) breaks the time axis into 2 event intervals: [0, 60) and [60, Inf). By default, it is set to 0.

q

The number of columns of the covariates matrix.

x

The covariates matrix (excluding the intercept).