Package: osir 0.3.2

Guangbao Guo

osir: Online Sliced Inverse Regression for Elliptical Model with Streaming Data

For high-dimensional streaming heavy-tailed elliptical data, traditional sliced inverse regression methods require full offline data and cannot adapt to incremental data arrival. This package implements Online Sliced Inverse Regression for Elliptical Model with Streaming Data (OSIR) algorithm with two recursive updating strategies, including offline batch SIR as benchmark, elliptical heavy-tailed data simulator, subspace evaluation metric and batch simulation tools for numerical experiments. Cai, Z., Li, R., & Zhu, L. (2020) <doi:10.48550/arXiv.2002.02795>.

Authors:Sirui Yan [aut], Guangbao Guo [aut, cre]

osir_0.3.2.tar.gz
osir_0.3.2.zip(r-4.7-any)osir_0.3.2.zip(r-4.6-any)
osir_0.3.2.tar.gz(r-4.7-any)osir_0.3.2.tar.gz(r-4.6-any)
osir_0.3.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION
card.svg |card.png
osir/json (API)

# Install 'osir' in R:
install.packages('osir', repos = c('https://cran.r-universe.dev', '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 5 exports 3 dependencies

Last updated from:23dc9f6498. Checks:6 OK. Indexed: yes.

TargetResultTimeFilesSyslog
linux-develOK108
source / vignettesOK163
linux-releaseOK117
windows-develOK138
windows-releaseOK156
wasm-releaseOK84

Exports:generate_ellipticaloffline_sirosirsim_ablationsubspace_mse

Dependencies:latticeMASSMatrix