CRAN/E | isotone

isotone

Active Set and Generalized PAVA for Isotone Optimization

Installation

About

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.

Citation isotone citation info
r-forge.r-project.org/projects/psychor/
Copyright see file COPYRIGHTS

Key Metrics

Version 1.1-1
R ≥ 3.0.2
Published 2023-02-22 431 days ago
Needs compilation? yes
License GPL-2
CRAN checks isotone results

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Maintainer

Maintainer

Patrick Mair

mair@fas.harvard.edu

Authors

Patrick Mair

aut / cre

Jan De Leeuw

aut

Kurt Hornik

aut

Material

Reference manual
Package source

In Views

Optimization

Vignettes

Isotone Optimization in R: Pool-Adjacent-Violators Algorithm (PAVA) and Active Set Methods

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

isotone archive

Depends

R ≥ 3.0.2

Imports

graphics
stats
nnls

Reverse Depends

gpmap
twostageTE

Reverse Imports

CLME
comparison
hdpGLM
IPWboxplot
isoboost
L2E
RDS

Reverse Suggests

grpSLOPE
vtreat
WeightedCluster