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densratio  

Density Ratio Estimation
View on CRAN: Click here


Download and install densratio package within the R console
Install from CRAN:
install.packages("densratio")

Install from Github:
library("remotes")
install_github("cran/densratio")

Install by package version:
library("remotes")
install_version("densratio", "0.2.1")



Attach the package and use:
library("densratio")
Maintained by
Koji Makiyama
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-03-29
Latest Update: 2019-06-30
Description:
Density ratio estimation. The estimated density ratio function can be used in many applications such as anomaly detection, change-point detection, covariate shift adaptation. The implemented methods are uLSIF (Hido et al. (2011) ), RuLSIF (Yamada et al. (2011) ), and KLIEP (Sugiyama et al. (2007) ).
How to cite:
Koji Makiyama (2016). densratio: Density Ratio Estimation. R package version 0.2.1, https://cran.r-project.org/web/packages/densratio. Accessed 17 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:31), 0.0.3 (2016-03-29 18:59), 0.1.1 (2019-05-09 01:00), 0.2.1 (2019-06-30 19:20)
Other packages that cited densratio R package
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Complete documentation for densratio
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