Other packages > Find by keyword >

coxphMIC  

Sparse Estimation of Cox Proportional Hazards Models via Approximated Information Criterion
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("coxphMIC", "0.1.0")



Attach the package and use:
library("coxphMIC")
Maintained by
Xiaogang Su
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-04-26
Latest Update: 2024-03-01
Description:
Sparse estimation for Cox PH models is done via Minimum approximated Information Criterion (MIC) by Su, Wijayasinghe, Fan, and Zhang (2016) . MIC mimics the best subset selection using a penalized likelihood approach yet with no need of a tuning parameter. The problem is further reformulated with a re-parameterization step so that it reduces to one unconstrained non-convex yet smooth programming problem, which can be solved efficiently. Furthermore, the re-parameterization tactic yields an additional advantage in terms of circumventing post-selection inference.
How to cite:
Xiaogang Su (2017). coxphMIC: Sparse Estimation of Cox Proportional Hazards Models via Approximated Information Criterion. R package version 0.1.0, https://cran.r-project.org/web/packages/coxphMIC. Accessed 21 Dec. 2024.
Previous versions and publish date:
0.1.0 (2017-04-26 07:56)
Other packages that cited coxphMIC R package
View coxphMIC citation profile
Other R packages that coxphMIC depends, imports, suggests or enhances
Functions, R codes and Examples using the coxphMIC R package
Some associated functions: LoglikPen . coxphMIC . plot.coxphMIC . print.coxphMIC . 
Some associated R codes: PenLoglik.R . coxphMIC.R . plot-coxphMIC.R . print-coxphMIC.R .  Full coxphMIC package functions and examples
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

SEIRfansy  
Extended Susceptible-Exposed-Infected-Recovery Model
Extended Susceptible-Exposed-Infected-Recovery Model for handling high false negative rate and symp ...
Download / Learn more Package Citations See dependency  
helda  
Preprocess Data and Get Better Insights from Machine Learning Models
The main focus is on preprocessing and data visualization of machine learning models performances.So ...
Download / Learn more Package Citations See dependency  
CIFsmry  
Weighted summary of cumulative incidence functions
Estimate of cumulative incidence function in two samples. Provide weighted summary statistics based ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
batteryreduction  
An R Package for Data Reduction by Battery Reduction
Battery reduction is a method used in data reduction. It uses Gram-Schmidt orthogonal rotations to f ...
Download / Learn more Package Citations See dependency  
condGEE  
Parameter Estimation in Conditional GEE for Recurrent Event Gap Times
Solves for the mean parameters, the variance parameter, and their asymptotic variance in a condition ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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