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PenIC (version 1.0.0)

Semiparametric Regression Analysis of Interval-Censored Data using Penalized Splines

Description

Currently incorporate the generalized odds-rate model (a type of linear transformation model) for interval-censored data based on penalized monotonic B-Spline. More methods under other semiparametric models such as cure model or additive model will be included in future versions. For more details see Lu, M., Liu, Y., Li, C. and Sun, J. (2019) .

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Version

Install

install.packages('PenIC')

Monthly Downloads

182

Version

1.0.0

License

GPL (>= 2)

Maintainer

Yan Liu

Last Published

January 9th, 2020

Functions in PenIC (1.0.0)

EM_fit

EM algorithm for fitting generalized odds-rate model with specified link function (i.e., alpha value) under interval-censored data
PenIC-package

A statistical package for regression analysis of interval-censored data under the generalized odds-rates model using penalized B-splines
dataPA

Date generation function