Other packages > Find by keyword >

ALassoSurvIC  

Adaptive Lasso for the Cox Regression with Interval Censored and Possibly Left Truncated Data
View on CRAN: Click here


Download and install ALassoSurvIC package within the R console
Install from CRAN:
install.packages("ALassoSurvIC")

Install from Github:
library("remotes")
install_github("cran/ALassoSurvIC")

Install by package version:
library("remotes")
install_version("ALassoSurvIC", "0.1.1")



Attach the package and use:
library("ALassoSurvIC")
Maintained by
Daewoo Pak
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2019-10-16
Latest Update: 2022-12-01
Description:
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 ). The unpenalized nonparametric maximum likelihood estimation for interval censored and possibly left truncated data is also available.
How to cite:
Daewoo Pak (2019). ALassoSurvIC: Adaptive Lasso for the Cox Regression with Interval Censored and Possibly Left Truncated Data. R package version 0.1.1, https://cran.r-project.org/web/packages/ALassoSurvIC. Accessed 06 Nov. 2024.
Previous versions and publish date:
0.1.0 (2019-10-16 14:20)
Other packages that cited ALassoSurvIC R package
View ALassoSurvIC citation profile
Other R packages that ALassoSurvIC depends, imports, suggests or enhances
Complete documentation for ALassoSurvIC
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

mailR  
A Utility to Send Emails from R
Interface to Apache Commons Email to send emails from R. ...
Download / Learn more Package Citations See dependency  
ddp  
Desirable Dietary Pattern
The desirable Dietary Pattern (DDP)/ PPH score measures the variety of food consumption. The (weigh ...
Download / Learn more Package Citations See dependency  
seriation  
Infrastructure for Ordering Objects Using Seriation
Infrastructure for ordering objects with an implementation of several seriation/sequencing/ordinati ...
Download / Learn more Package Citations See dependency  
memoise  
'Memoisation' of Functions
Cache the results of a function so that when you call it again with the same arguments it returns t ...
Download / Learn more Package Citations See dependency  
maic  
Matching-Adjusted Indirect Comparison
A generalised workflow for generation of subject weights to be used in Matching-Adjusted Indirect C ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  

23,092

R Packages

198,677

Dependencies

62,675

Author Associations

23,089

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA