Package: ALassoSurvIC 0.1.1

ALassoSurvIC: Adaptive Lasso for the Cox Regression with Interval Censored and Possibly Left Truncated Data

Penalized variable selection tools for the Cox proportional hazards model with interval censored and possibly left truncated data. It performs variable selection via penalized nonparametric maximum likelihood estimation with an adaptive lasso penalty. The optimal thresholding parameter can be searched by the package based on the profile Bayesian information criterion (BIC). The asymptotic validity of the methodology is established in Li et al. (2019 <doi:10.1177/0962280219856238>). The unpenalized nonparametric maximum likelihood estimation for interval censored and possibly left truncated data is also available.

Authors:Chenxi Li, Daewoo Pak and David Todem

ALassoSurvIC_0.1.1.tar.gz
ALassoSurvIC_0.1.1.zip(r-4.7-x86_64)ALassoSurvIC_0.1.1.zip(r-4.6-x86_64)ALassoSurvIC_0.1.1.zip(r-4.5-x86_64)
ALassoSurvIC_0.1.1.tgz(r-4.6-x86_64)ALassoSurvIC_0.1.1.tgz(r-4.6-arm64)ALassoSurvIC_0.1.1.tgz(r-4.5-x86_64)ALassoSurvIC_0.1.1.tgz(r-4.5-arm64)
ALassoSurvIC_0.1.1.tar.gz(r-4.7-arm64)ALassoSurvIC_0.1.1.tar.gz(r-4.7-x86_64)ALassoSurvIC_0.1.1.tar.gz(r-4.6-arm64)ALassoSurvIC_0.1.1.tar.gz(r-4.6-x86_64)
ALassoSurvIC_0.1.1.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
ALassoSurvIC/json (API)

# Install 'ALassoSurvIC' in R:
install.packages('ALassoSurvIC', repos = c('https://pakdaewo.r-universe.dev', 'https://cloud.r-project.org'))
Uses libs:
  • c++– GNU Standard C++ Library v3
Datasets:
  • ex_IC - Virtual data set for interval censored data
  • ex_ICLT - Virtual data set for interval censored and left truncated data

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

cpp

2.30 score 2 stars 20 scripts 334 downloads 29 exports 1 dependencies

Last updated from:07aea730b4. Checks:13 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-devel-arm64OK148
linux-devel-x86_64OK141
source / vignettesOK154
linux-release-arm64OK181
linux-release-x86_64OK131
macos-release-arm64OK98
macos-release-x86_64OK236
macos-oldrel-arm64OK113
macos-oldrel-x86_64OK159
windows-develOK100
windows-releaseOK106
windows-oldrelOK112
wasm-releaseOK99

Exports:alacoxICalacoxIC.defaultbaselinebaseline.defaultcanonfun_arglistfun_bicfun_cov_parallelfun_covijfun_ddqfun_dqfun_est_parallelfun_ewfun_hcrossfun_lessfun_penSurvICfun_shooting_algorithmfun_sublessfun_sublrfun_unpenSurvICfun_updatelambdalog_penlikelihoodplot.alacoxICplot.unpencoxICprint.alacoxICprint.baselineprint.unpencoxICunpencoxICunpencoxIC.default

Dependencies:Rcpp