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isotone  

Active Set and Generalized PAVA for Isotone Optimization
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("isotone", "1.1-1")



Attach the package and use:
library("isotone")
Maintained by
Patrick Mair
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2009-03-26
Latest Update: 2023-02-22
Description:
Contains two main functions: one for solving general isotone regression problems using the pool-adjacent-violators algorithm (PAVA); another one provides a framework for active set methods for isotone optimization problems with arbitrary order restrictions. Various types of loss functions are prespecified.
How to cite:
Patrick Mair (2009). isotone: Active Set and Generalized PAVA for Isotone Optimization. R package version 1.1-1, https://cran.r-project.org/web/packages/isotone. Accessed 30 Jan. 2025.
Previous versions and publish date:
0.8-1 (2009-03-26 10:46), 0.8-6 (2009-08-30 18:02), 0.8-7 (2009-10-15 12:58), 1.0-0 (2009-10-20 18:42), 1.0-1 (2011-01-23 08:21), 1.0-2 (2014-09-10 07:03), 1.1-0 (2015-07-24 12:16)
Other packages that cited isotone R package
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Complete documentation for isotone
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