Package: uni.shrinkage 1.0.0

Nanami Taketomi

uni.shrinkage: Shrinkage Estimation for Univariate Normal Mean

Implement a shrinkage estimation for the univariate normal mean based on a preliminary test (pretest) estimator. This package also provides the confidence interval based on pivoting the cumulative density function. The methodologies are published in Taketomi et al.(2024) <doi:10.1007/s42081-023-00221-2> and Taketomi et al.(2024-)(under review).

Authors:Nanami Taketomi [aut, cre], Jia-Han Shih [aut], Takeshi Emura [aut]

uni.shrinkage_1.0.0.tar.gz
uni.shrinkage_1.0.0.tar.gz(r-4.5-noble)uni.shrinkage_1.0.0.tar.gz(r-4.4-noble)
uni.shrinkage_1.0.0.tgz(r-4.4-emscripten)uni.shrinkage_1.0.0.tgz(r-4.3-emscripten)
uni.shrinkage.pdf |uni.shrinkage.html✨
uni.shrinkage/json (API)

# Install 'uni.shrinkage' in R:
install.packages('uni.shrinkage', repos = 'https://cloud.r-project.org')

On CRAN:

Conda:

This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.00 score 210 downloads 1 exports 0 dependencies

Last updated 7 months agofrom:39f2fcde83. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 10 2025
R-4.5-linuxOKMar 10 2025
R-4.4-linuxOKMar 10 2025

Exports:uni.pt

Dependencies:

Citation

To cite package ‘uni.shrinkage’ in publications use:

Taketomi N, Shih J, Emura T (2024). uni.shrinkage: Shrinkage Estimation for Univariate Normal Mean. R package version 1.0.0, https://CRAN.R-project.org/package=uni.shrinkage.

Corresponding BibTeX entry: 

  @Manual{,
    title = {uni.shrinkage: Shrinkage Estimation for Univariate Normal
      Mean},
    author = {Nanami Taketomi and Jia-Han Shih and Takeshi Emura},
    year = {2024},
    note = {R package version 1.0.0},
    url = {https://CRAN.R-project.org/package=uni.shrinkage},
  }