Package: SPEV 1.0.0
SPEV: Unsmoothed and Smoothed Penalized PCA using Nesterov Smoothing
We provide functionality to implement penalized PCA with an option to smooth the objective function using Nesterov smoothing. Two functions are available to compute a user-specified number of eigenvectors. The function unsmoothed_penalized_EV() computes a penalized PCA without smoothing and has three parameters (the input matrix, the Lasso penalty, and the number of desired eigenvectors). The function smoothed_penalized_EV() computes a smoothed penalized PCA using the same parameters and additionally requires the specification of a smoothing parameter. Both functions return a matrix having the desired eigenvectors as columns.
Authors:
SPEV_1.0.0.tar.gz
SPEV_1.0.0.zip(r-4.5)SPEV_1.0.0.zip(r-4.4)SPEV_1.0.0.zip(r-4.3)
SPEV_1.0.0.tgz(r-4.4-any)SPEV_1.0.0.tgz(r-4.3-any)
SPEV_1.0.0.tar.gz(r-4.5-noble)SPEV_1.0.0.tar.gz(r-4.4-noble)
SPEV_1.0.0.tgz(r-4.4-emscripten)SPEV_1.0.0.tgz(r-4.3-emscripten)
SPEV.pdf |SPEV.html✨
SPEV/json (API)
| # Install 'SPEV' in R: |
| install.packages('SPEV', repos = c('https://rebeccahurwitz.r-universe.dev', 'https://cloud.r-project.org')) |
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 1 years agofrom:5275c34932. Checks:OK: 7. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 10 2024 |
| R-4.5-win | OK | Nov 10 2024 |
| R-4.5-linux | OK | Nov 10 2024 |
| R-4.4-win | OK | Nov 10 2024 |
| R-4.4-mac | OK | Nov 10 2024 |
| R-4.3-win | OK | Nov 10 2024 |
| R-4.3-mac | OK | Nov 10 2024 |
Exports:smoothed_penalized_EVunsmoothed_penalized_EV
Dependencies:
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| smoothed_penalized_EV | smoothed_penalized_EV |
| unsmoothed_penalized_EV | unsmoothed_penalized_EV |
