Other packages > Find by keyword >

sparsereg  

Sparse Bayesian Models for Regression, Subgroup Analysis, and Panel Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("sparsereg", "1.2")



Attach the package and use:
library("sparsereg")
Maintained by
Marc Ratkovic
[Scholar Profile | Author Map]
First Published: 2015-07-21
Latest Update: 2016-03-10
Description:
Sparse modeling provides a mean selecting a small number of non-zero effects from a large possible number of candidate effects.This package includes a suite of methods for sparse modeling: estimation via EM or MCMC, approximate confidence intervals with nominal coverage, and diagnostic and summary plots.The method can implement sparse linear regression and sparse probit regression.Beyond regression analyses, applications include subgroup analysis, particularly for conjoint experiments, and panel data. Future versions will include extensions tomodels with truncated outcomes, propensity score, and instrumental variable analysis.
How to cite:
Marc Ratkovic (2015). sparsereg: Sparse Bayesian Models for Regression, Subgroup Analysis, and Panel Data. R package version 1.2, https://cran.r-project.org/web/packages/sparsereg. Accessed 18 Apr. 2025.
Previous versions and publish date:
1.0 (2015-07-21 07:53), 1.1 (2015-10-01 13:19)
Other packages that cited sparsereg R package
View sparsereg citation profile
Other R packages that sparsereg depends, imports, suggests or enhances
Complete documentation for sparsereg
Functions, R codes and Examples using the sparsereg R package
Some associated functions: difference . plot.sparsereg . print.sparsereg . sparsereg-internal . sparsereg-package . sparsereg . summary.sparsereg . violinplot . 
Some associated R codes: RcppExports.R . cleandata.R . subgroup.R . updateREs.R . utility.R .  Full sparsereg package functions and examples
Downloads during the last 30 days
03/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/3003/3104/0104/0204/0304/0404/0504/0604/0704/0804/0904/1004/1104/1204/1304/1404/1504/1604/17Downloads for sparsereg0246810121416182022242628TrendBars

Today's Hot Picks in Authors and Packages

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  
nsga3  
An Implementation of Non-Dominated Sorting Genetic Algorithm III for Feature Selection
An adaptation of Non-dominated Sorting Genetic Algorithm III for multi objective feature selection ...
Download / Learn more Package Citations See dependency  
shinyMobile  
Mobile Ready 'shiny' Apps with Standalone Capabilities
Develop outstanding 'shiny' apps for 'iOS', 'Android', desktop as well as beautiful 'shiny' gadgets. ...
Download / Learn more Package Citations See dependency  
pssmooth  
Flexible and Efficient Evaluation of Principal Surrogates/Treatment Effect Modifiers
Implements estimation and testing procedures for evaluating an intermediate biomarker response as a ...
Download / Learn more Package Citations See dependency  
CDNmoney  
Components of Canadian Monetary and Credit Aggregates
Components of Canadian Credit Aggregates and Monetary Aggregates with continuity adjustments. ...
Download / Learn more Package Citations See dependency  
SeqAlloc  
Sequential Allocation for Prospective Experiments
Potential randomization schemes are prospectively evaluated when units are assigned to treatment ar ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,993

Author Associations

24,013

Publication Badges

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