isotone: Active Set and Generalized PAVA for Isotone Optimization

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.

Package details

AuthorPatrick Mair [aut, cre], Jan De Leeuw [aut], Kurt Hornik [aut]
MaintainerPatrick Mair <mair@fas.harvard.edu>
LicenseGPL-2
Version1.1-1
URL https://r-forge.r-project.org/projects/psychor/
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("isotone")

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isotone documentation built on March 7, 2023, 6:58 p.m.