Package: MAVE 1.3.11

Hang Weiqiang

MAVE: Methods for Dimension Reduction

Functions for dimension reduction, using MAVE (Minimum Average Variance Estimation), OPG (Outer Product of Gradient) and KSIR (sliced inverse regression of kernel version). Methods for selecting the best dimension are also included. Xia (2002) <doi:10.1111/1467-9868.03411>; Xia (2007) <doi:10.1214/009053607000000352>; Wang (2008) <doi:10.1198/016214508000000418>.

Authors:Hang Weiqiang<E0010758@u.nus.edu>, Xia Yingcun<staxyc@nus.edu.sg>

MAVE_1.3.11.tar.gz
MAVE_1.3.11.tar.gz(r-4.5-noble)MAVE_1.3.11.tar.gz(r-4.4-noble)
MAVE_1.3.11.tgz(r-4.4-emscripten)MAVE_1.3.11.tgz(r-4.3-emscripten)
MAVE.pdf |MAVE.html✨
MAVE/json (API)

# Install 'MAVE' in R:
install.packages('MAVE', repos = 'https://cloud.r-project.org')
Uses libs:
  • openblas– Optimized BLAS
  • c++– GNU Standard C++ Library v3
Datasets:

On CRAN:

Conda:

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

openblascpp

3.48 score 1 stars 1 packages 285 downloads 13 mentions 4 exports 5 dependencies

Last updated 4 years agofrom:2b958d876d. Checks:2 OK, 1 NOTE. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 20 2025
R-4.5-linux-x86_64NOTEMar 20 2025
R-4.4-linux-x86_64OKMar 20 2025

Exports:mavemave.computemave.datamave.dim

Dependencies:classMASSmdaRcppRcppArmadillo

Use Guide of Package

Rendered fromUser_Guild_of_Package_MAVE.Rnwusingutils::Sweaveon Mar 20 2025.

Last update: 2018-05-20
Started: 2018-05-20

Citation

To cite package ‘MAVE’ in publications use:

Weiqiang H, Yingcun X (2021). MAVE: Methods for Dimension Reduction. R package version 1.3.11, https://CRAN.R-project.org/package=MAVE.

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 = {MAVE: Methods for Dimension Reduction},
    author = {Hang Weiqiang and Xia Yingcun},
    year = {2021},
    note = {R package version 1.3.11},
    url = {https://CRAN.R-project.org/package=MAVE},
  }