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NPCox (version 1.3)

Nonparametric and Semiparametric Proportional Hazards Model

Description

An estimation procedure for the analysis of nonparametric proportional hazards model (e.g. h(t) = h0(t)exp(b(t)'Z)), providing estimation of b(t) and its pointwise standard errors, and semiparametric proportional hazards model (e.g. h(t) = h0(t)exp(b(t)'Z1 + c*Z2)), providing estimation of b(t), c and their standard errors. More details can be found in Lu Tian et al. (2005) .

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Version

Install

install.packages('NPCox')

Monthly Downloads

226

Version

1.3

License

GPL-3

Maintainer

Qi Yang

Last Published

October 14th, 2024

Functions in NPCox (1.3)

npsimu

Simulation data generation of PH model with time-varying coefficients.
npplot

Nonparametric and semiparametric Cox regression model.
bandselect

Bandwidth selection function for 'npcox' and 'spcox'.
pbc

Mayo Clinic Primary Biliary Cholangitis Data
npcox

Nonparametric and semiparametric Cox regression model.
spcox

Nonparametric and semiparametric Cox regression model.