Other packages > Find by keyword >

pchc  

Bayesian Network Learning with the PCHC and Related Algorithms
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("pchc", "1.3")



Attach the package and use:
library("pchc")
Maintained by
Michail Tsagris
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-07-06
Latest Update: 2024-12-06
Description:
Bayesian network learning using the PCHC algorithm. PCHC stands for PC Hill-Climbing, a new hybrid algorithm that uses PC to construct the skeleton of the BN and then applies the Hill-Climbing greedy search. More algorithms and variants have been added, such as MMHC, FEDHC, and the Tabu search variants, PCTABU, MMTABU and FEDTABU. The relevant papers are: a) Tsagris M. (2021). A new scalable Bayesian network learning algorithm with applications to economics. Computational Economics, 57(1): 341-367. . b) Tsagris M. (2022). The FEDHC Bayesian Network Learning Algorithm. Mathematics 2022, 10(15): 2604. .
How to cite:
Michail Tsagris (2020). pchc: Bayesian Network Learning with the PCHC and Related Algorithms. R package version 1.3, https://cran.r-project.org/web/packages/pchc. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.1 (2020-07-06 18:30), 0.2 (2020-08-28 20:30), 0.3 (2020-11-30 12:00), 0.4 (2021-02-22 18:10), 0.5 (2021-03-21 16:50), 0.6 (2021-10-15 23:30), 0.7 (2022-02-14 12:30), 0.8 (2022-06-18 18:10), 0.9 (2023-03-22 14:40), 1.0 (2023-03-27 00:00), 1.1 (2023-08-09 21:10), 1.2 (2023-09-06 18:20), 1.3 (2024-12-06 12:00)
Other packages that cited pchc R package
View pchc citation profile
Other R packages that pchc depends, imports, suggests or enhances
Complete documentation for pchc
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

sitmo  
Parallel Pseudo Random Number Generator (PPRNG) 'sitmo' Header Files
Provided within are two high quality and fast PPRNGs that may be used in an 'OpenMP' parallel enviro ...
Download / Learn more Package Citations See dependency  
airGRiwrm  
'airGR' Integrated Water Resource Management
Semi-distributed Precipitation-Runoff Modelling based on 'airGR' package models integrating human i ...
Download / Learn more Package Citations See dependency  
foster  
Forest Structure Extrapolation with R
Set of tools to streamline the modeling of the relationship betweensatellite imagery time series or ...
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  
edeaR  
Exploratory and Descriptive Event-Based Data Analysis
Exploratory and descriptive analysis of event based data. Provides methods for describing and select ...
Download / Learn more Package Citations See dependency  

27,535

R Packages

236,180

Dependencies

73,223

Author Associations

27,536

Publication Badges

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