Other packages > Find by keyword >

bnpa  

Bayesian Networks & Path Analysis
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("bnpa", "0.3.0")



Attach the package and use:
library("bnpa")
Maintained by
Elias Carvalho
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2017-01-13
Latest Update: 2019-08-01
Description:
This project aims to enable the method of Path Analysis to infer causalities from data. For this we propose a hybrid approach, which uses Bayesian network structure learning algorithms from data to create the input file for creation of a PA model. The process is performed in a semi-automatic way by our intermediate algorithm, allowing novice researchers to create and evaluate their own PA models from a data set. The references used for this project are: Koller, D., & Friedman, N. (2009). Probabilistic graphical models: principles and techniques. MIT press. . Nagarajan, R., Scutari, M., & L
How to cite:
Elias Carvalho (2017). bnpa: Bayesian Networks & Path Analysis. R package version 0.3.0, https://cran.r-project.org/web/packages/bnpa. Accessed 25 Jun. 2026.
Previous versions and publish date:
0.2.0 (2017-01-13 17:16)
Other packages that cited bnpa R package
View bnpa citation profile
Other R packages that bnpa depends, imports, suggests or enhances
Complete documentation for bnpa
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

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  
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  
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  
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  

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