eshrink: Shrinkage for Effect Estimation

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) <doi:10.1093/aje/kwx225> for more details.

Package details

AuthorJoshua Keller
MaintainerJoshua Keller <joshua.keller@colostate.edu>
LicenseGPL (>= 2)
Version0.1.2
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("eshrink")

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eshrink documentation built on Jan. 13, 2021, 6:59 a.m.