Other packages > Find by keyword >

MoTBFs  

Learning Hybrid Bayesian Networks using Mixtures of Truncated Basis Functions
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("MoTBFs", "1.4.2")



Attach the package and use:
library("MoTBFs")
Maintained by
Ana D. Maldonado
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2015-09-28
Latest Update: 2025-07-22
Description:
Learning, manipulation and evaluation of mixtures of truncated basis functions (MoTBFs), which include mixtures of polynomials (MOPs) and mixtures of truncated exponentials (MTEs). MoTBFs are a flexible framework for modelling hybrid Bayesian networks (I. P
How to cite:
Ana D. Maldonado (2015). MoTBFs: Learning Hybrid Bayesian Networks using Mixtures of Truncated Basis Functions. R package version 1.4.2, https://cran.r-project.org/web/packages/MoTBFs. Accessed 15 Jul. 2026.
Previous versions and publish date:
1.0 (2015-09-28 09:26), 1.1 (2019-10-21 20:20), 1.2 (2020-01-14 20:00), 1.3 (2020-04-06 12:12), 1.4.1 (2022-04-18 18:34), 1.4 (2020-06-19 17:20), (2026-07-09 08:11)
Other packages that cited MoTBFs R package
View MoTBFs citation profile
Other R packages that MoTBFs depends, imports, suggests or enhances
Complete documentation for MoTBFs
Functions, R codes and Examples using the MoTBFs R package
Some associated functions: BICMoTBF . BICMultiFunctions . Class-JointMoTBF . Class-MoTBF . LearningHC . MoTBF-Distribution . MoTBFs_Learning . Subclass-MoTBF . UpperBoundLogLikelihood . as.function.jointmotbf . as.function.motbf . asMOPString . asMTEString . clean . coef.jointmotbf . coef.mop . coef.motbf . coef.mte . coefExpJointCDF . conditionalmotbf.learning . dataMining . derivMOP . derivMTE . derivMoTBF . dimensionFunction . discreteStatesFromBN . ecoli . evalJointFunction . findConditional . forward_sampling . generateNormalPriorData . getChildParentsFromGraph . getCoefficients . getNonNormalisedRandomMoTBF . goodnessDiscreteVariables . goodnessMoTBFBN . integralJointMoTBF . integralMOP . integralMTE . integralMoTBF . is.discrete . isserved . is.root . jointCDF . jointmotbf.learning . learnMoTBFpriorInformation . marginalJointMoTBF . mop.learning . motbf_type . mte.learning . nVariables . newRangePriorData . parentValues . plot.jointmotbf . plot.motbf . plotConditional . preprocessedData . printBN . printConditional . printDiscreteBN . probDiscreteVariable . r.data.frame . rescaledFunctions . rnormMultiv . sample_MoTBFs . subsetData . summary.jointmotbf . summary.motbf . thyroid . univMoTBF . 
Some associated R codes: DiscreteLearning.R . Inference.R . LearningBN.R . MoTBFClass.R . conditional.R . datasets.R . functions.R . joint.R . mop.R . motbf.R . mte.R . priorKnowledge.R . rMoTBF.R . rescalatedFunctions.R . structuralLearning.R .  Full MoTBFs package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

gamlss.add  
Extra Additive Terms for Generalized Additive Models for Location Scale and Shape
Interface for extra smooth functions including tensor products, neural networks and decision trees. ...
Download / Learn more Package Citations See dependency  
pulseTD  
Identification of Transcriptional Dynamics using Pulse Models via 4su-Seq Data and RNA-Seq Data
A tool for analyzing the transcription, processing and degradation rates of genes by 4sU-seq (the Me ...
Download / Learn more Package Citations See dependency  
gscaLCA  
Generalized Structure Component Analysis- Latent Class Analysis & Latent Class Regression
Execute Latent Class Analysis (LCA) and Latent Class Regression (LCR) by using Generalized Structu ...
Download / Learn more Package Citations See dependency  
binhf  
Haar-Fisz Functions for Binomial Data
Binomial Haar-Fisz transforms for Gaussianization as in Nunes and Nason (2009). ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
footBayes  
Fitting Bayesian and MLE Football Models
This is the first package allowing for the estimation, visualization and prediction of the most wel ...
Download / Learn more Package Citations See dependency  

27,806

R Packages

239,283

Dependencies

73,837

Author Associations

27,807

Publication Badges

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