Other packages > Find by keyword >

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 22 Dec. 2024.
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
View isotone citation profile
Other R packages that isotone depends, imports, suggests or enhances
Complete documentation for isotone
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
tropAlgebra  
Tropical Algebraic Functions
It includes functions like tropical addition, tropical multiplication for vectors and matrices. In t ...
Download / Learn more Package Citations See dependency  

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA