Package: MAVE 1.3.12
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:
MAVE_1.3.12.tar.gz
MAVE_1.3.12.zip(r-4.7)MAVE_1.3.12.zip(r-4.6)MAVE_1.3.12.zip(r-4.5)
MAVE_1.3.12.tgz(r-4.6-x86_64)MAVE_1.3.12.tgz(r-4.6-arm64)MAVE_1.3.12.tgz(r-4.5-x86_64)MAVE_1.3.12.tgz(r-4.5-arm64)
MAVE_1.3.12.tar.gz(r-4.7-arm64)MAVE_1.3.12.tar.gz(r-4.7-x86_64)MAVE_1.3.12.tar.gz(r-4.6-arm64)MAVE_1.3.12.tar.gz(r-4.6-x86_64)
MAVE_1.3.12.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
MAVE/json (API)
| # Install 'MAVE' in R: |
| install.packages('MAVE', repos = c('https://hangweiqiang-uestc.r-universe.dev', 'https://cloud.r-project.org')) |
Datasets:
- Concrete - Concrete Compressive Strength Data Set
- kc_house_data - House price in King County, USA
- spam - 4601 email record
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated from:2fb9b71c4d. Checks:13 OK. Indexed: yes.
| Target | Result | Time | Files | Syslog |
|---|---|---|---|---|
| linux-devel-arm64 | OK | 155 | ||
| linux-devel-x86_64 | OK | 151 | ||
| source / vignettes | OK | 209 | ||
| linux-release-arm64 | OK | 150 | ||
| linux-release-x86_64 | OK | 143 | ||
| macos-release-arm64 | OK | 185 | ||
| macos-release-x86_64 | OK | 519 | ||
| macos-oldrel-arm64 | OK | 163 | ||
| macos-oldrel-x86_64 | OK | 265 | ||
| windows-devel | OK | 159 | ||
| windows-release | OK | 149 | ||
| windows-oldrel | OK | 138 | ||
| wasm-release | OK | 159 |
Exports:mavemave.computemave.datamave.dim
Dependencies:classMASSmdaRcppRcppArmadillo
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Directions of CS or CMS of given dimension | coef.mave coef.mave.dim |
| Concrete Compressive Strength Data Set | Concrete |
| House price in King County, USA | kc_house_data |
| Dimension reduction | mave mave.compute |
| The reduced data matrix | mave.data |
| Select best direction using cross-validation | mave.dim |
| Plot of mave or mave.dim object | plot.mave plot.mave.dim |
| Make predictions based on the dimension reduction space | predict.mave predict.mave.dim |
| 4601 email record | spam |
