Package: Ohit 1.0.0

Hai-Tang Chiou

Ohit: OGA+HDIC+Trim and High-Dimensional Linear Regression Models

Ing and Lai (2011) <doi:10.5705/ss.2010.081> proposed a high-dimensional model selection procedure that comprises three steps: orthogonal greedy algorithm (OGA), high-dimensional information criterion (HDIC), and Trim. The first two steps, OGA and HDIC, are used to sequentially select input variables and determine stopping rules, respectively. The third step, Trim, is used to delete irrelevant variables remaining in the second step. This package aims at fitting a high-dimensional linear regression model via OGA+HDIC+Trim.

Authors:Hai-Tang Chiou, Ching-Kang Ing, Tze Leung Lai

Ohit_1.0.0.tar.gz
Ohit_1.0.0.tar.gz(r-4.5-noble)Ohit_1.0.0.tar.gz(r-4.4-noble)
Ohit_1.0.0.tgz(r-4.4-emscripten)Ohit_1.0.0.tgz(r-4.3-emscripten)
Ohit.pdf |Ohit.html✨
Ohit/json (API)

# Install 'Ohit' in R:
install.packages('Ohit', 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 105 downloads 3 exports 0 dependencies

Last updated 8 years agofrom:50d8222c85. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 19 2025
R-4.5-linuxOKMar 19 2025
R-4.4-linuxOKMar 19 2025

Exports:OGAOhitpredict_Ohit

Dependencies:

Citation

To cite package ‘Ohit’ in publications use:

Chiou H, Ing C, Lai TL (2017). Ohit: OGA+HDIC+Trim and High-Dimensional Linear Regression Models. R package version 1.0.0, https://CRAN.R-project.org/package=Ohit.

ATTENTION: This citation information has been auto-generated from the package DESCRIPTION file and may need manual editing, see ‘help("citation")’.

Corresponding BibTeX entry: 

  @Manual{,
    title = {Ohit: OGA+HDIC+Trim and High-Dimensional Linear Regression
      Models},
    author = {Hai-Tang Chiou and Ching-Kang Ing and Tze Leung Lai},
    year = {2017},
    note = {R package version 1.0.0},
    url = {https://CRAN.R-project.org/package=Ohit},
  }