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sodavis
View on CRAN: Click
here
Download and install sodavis package within the R console
Install from CRAN:
install.packages("sodavis")
Install from Github:
library("remotes")
install_github("cran/sodavis")
Install by package version:
library("remotes")
install_version("sodavis", "1.2")
Attach the package and use:
library("sodavis")
Maintained by
Yang Li
[Scholar Profile | Author Map]
[Scholar Profile | Author Map]
All associated links for this package
10.32614/CRAN.package.sodavis . sodavis results . sodavis.pdf . sodavis_1.2.tar.gz . sodavis_1.2.zip . sodavis_1.2.zip . sodavis_1.2.zip . sodavis_1.2.tgz . sodavis_1.2.tgz . sodavis_1.2.tgz . sodavis_1.2.tgz . sodavis_1.2.tgz . sodavis_1.2.tgz . sodavis archive . https://CRAN.R-project.org/package=sodavis .
First Published: 2015-11-16
Latest Update: 2018-05-13
Description:
Variable and interaction selection are essential to classification in high-dimensional setting. In this package, we provide the implementation of SODA procedure, which is a forward-backward algorithm that selects both main and interaction effects under logistic regression and quadratic discriminant analysis. We also provide an extension, S-SODA, for dealing with the variable selection problem for semi-parametric models with continuous responses.
How to cite:
Yang Li (2015). sodavis: SODA: Main and Interaction Effects Selection for Logistic Regression, Quadratic Discriminant and General Index Models. R package version 1.2, https://cran.r-project.org/web/packages/sodavis. Accessed 29 Mar. 2025.
Previous versions and publish date:
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Other R packages that sodavis depends,
imports, suggests or enhances
Complete documentation for sodavis
Functions, R codes and Examples using
the sodavis R package
Some associated functions: pumadyn . s_soda . s_soda_model . s_soda_pred . s_soda_pred_grid . soda . soda_trace_CV . umich_lung .
Some associated R codes: pure_soda.R . Full sodavis package functions and examples
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