GSSE: Genotype-Specific Survival Estimation

We propose a fully efficient sieve maximum likelihood method to estimate genotype-specific distribution of time-to-event outcomes under a nonparametric model. We can handle missing genotypes in pedigrees. We estimate the time-dependent hazard ratio between two genetic mutation groups using B-splines, while applying nonparametric maximum likelihood estimation to the reference baseline hazard function. The estimators are calculated via an expectation-maximization algorithm.

Version: 0.1
Depends: R (≥ 3.0.1)
Imports: Iso (≥ 0.0-17), splines, stats, zoo (≥ 1.7-12)
Suggests: MASS
Published: 2015-10-20
Author: Baosheng Liang, Yuanjia Wang and Donglin Zeng
Maintainer: Baosheng Liang <liangbsunc at gmail.com>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
In views: Survival
CRAN checks: GSSE results

Downloads:

Reference manual: GSSE.pdf
Package source: GSSE_0.1.tar.gz
Windows binaries: r-devel: GSSE_0.1.zip, r-release: GSSE_0.1.zip, r-oldrel: GSSE_0.1.zip
OS X Mavericks binaries: r-release: GSSE_0.1.tgz, r-oldrel: GSSE_0.1.tgz

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