Other packages > Find by keyword >

pkmon  

Least-Squares Estimator under k-Monotony Constraint for Discrete Functions
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("pkmon", "1.1")



Attach the package and use:
library("pkmon")
Maintained by
Francois Deslandes
[Scholar Profile | Author Map]
First Published: 2016-09-24
Latest Update: 2023-08-28
Description:
We implement two least-squares estimators under k-monotony constraint using a method based on the Support Reduction Algorithm from Groeneboom et al (2008) . The first one is a projection estimator on the set of k-monotone discrete functions. The second one is a projection on the set of k-monotone discrete probabilities. This package provides functions to generate samples from the spline basis from Lefevre and Loisel (2013) , and from mixtures of splines.
How to cite:
Francois Deslandes (2016). pkmon: Least-Squares Estimator under k-Monotony Constraint for Discrete Functions. R package version 1.1, https://cran.r-project.org/web/packages/pkmon. Accessed 13 Apr. 2025.
Previous versions and publish date:
0.9 (2016-09-24 12:40), 1.0 (2018-10-22 10:10)
Other packages that cited pkmon R package
View pkmon citation profile
Other R packages that pkmon depends, imports, suggests or enhances
Complete documentation for pkmon
Functions, R codes and Examples using the pkmon R package
Some associated functions: BaseNorm . Delta . Spline . estMonotone . kKnot . pEmp . pkmon-package . 
Some associated R codes: Estim_fkmon.R . Estim_pkmon.R . Simul_kmon.R . auxiliary_functions.R .  Full pkmon package functions and examples
Downloads during the last 30 days
03/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/2803/2903/3003/3104/0104/0204/0404/0504/0604/0704/0804/0904/1004/11Downloads for pkmon24681012141618TrendBars

Today's Hot Picks in Authors and Packages

nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  
SPOTMisc  
Misc Extensions for the "SPOT" Package
Implements additional models, simulation tools, and interfaces as extensions to 'SPOT'. It provides ...
Download / Learn more Package Citations See dependency  
ggprism  
A 'ggplot2' Extension Inspired by 'GraphPad Prism'
Provides various themes, palettes, and other functions that are used to customise ggplots to look l ...
Download / Learn more Package Citations See dependency  
MLeval  
Machine Learning Model Evaluation
Straightforward and detailed evaluation of machine learning models. 'MLeval' can produce receiver op ...
Download / Learn more Package Citations See dependency  
optimParallel  
Parallel Version of the L-BFGS-B Optimization Method
Provides a parallel version of the L-BFGS-B method of optim(). The main function of the package is o ...
Download / Learn more Package Citations See dependency  
LDABiplots  
Biplot Graphical Interface for LDA Models
Contains the development of a tool that provides a web-based graphical user interface (GUI) to perf ...
Download / Learn more Package Citations See dependency  

24,012

R Packages

207,311

Dependencies

64,867

Author Associations

24,013

Publication Badges

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