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eshrink  

Shrinkage for Effect Estimation
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("eshrink", "0.1.2")



Attach the package and use:
library("eshrink")
Maintained by
Joshua Keller
[Scholar Profile | Author Map]
First Published: 2017-04-06
Latest Update: 2020-09-09
Description:
Computes shrinkage estimators for regression problems. Selects penalty parameter by minimizing bias and variance in the effect estimate, where bias and variance are estimated from the posterior predictive distribution. See Keller and Rice (2017) for more details.
How to cite:
Joshua Keller (2017). eshrink: Shrinkage for Effect Estimation. R package version 0.1.2, https://cran.r-project.org/web/packages/eshrink. Accessed 08 Apr. 2025.
Previous versions and publish date:
0.1.0 (2017-04-06 23:53)
Other packages that cited eshrink R package
View eshrink citation profile
Other R packages that eshrink depends, imports, suggests or enhances
Complete documentation for eshrink
Functions, R codes and Examples using the eshrink R package
Some associated functions: check_CIbound . eshrink-package . estRidge . festRidge . mseRidge . samplePosterior . simLASSO . vcovfestRidge . 
Some associated R codes: eshrink.R . functions_bayes.R . functions_ci.R . functions_lasso.R . functions_ridge.R .  Full eshrink package functions and examples
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