PenIC-package

<p>This package is designed to conduct the semiparametric regression analysis of interval-censored data under the generalized odds-rates model. To estimate the unknown nondecreasing cumulative baseline hazard function, monotone B-splines are used. An expectation maximization (EM) algorithm is developed to facilitate model fitting.</p>

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) <arXiv:1912.11703>.

Yan Liu

PenIC

Semiparametric Regression Analysis of Interval-Censored Data
using Penalized Splines

Minggen Lu

PenIC-package function

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

Package:	PenIC
Type:	Package
Version:	1.0.0
Date:	2019-12-11

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

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