Bayesian Networks

DOI10.1201/9780429347436zbMath1475.62005OpenAlexW4242665286MaRDI QIDQ4957008

Jean-Baptiste Denis, Marco Scutari

Publication date: 2 September 2021

Full work available at URL: https://doi.org/10.1201/9780429347436

Mathematics Subject Classification ID

Computational methods for problems pertaining to statistics (62-08) Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Introductory exposition (textbooks, tutorial papers, etc.) pertaining to statistics (62-01) Learning and adaptive systems in artificial intelligence (68T05) Theory of languages and software systems (knowledge-based systems, expert systems, etc.) for artificial intelligence (68T35)

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Uses Software

• R
• CODA
• mvtnorm
• nlme
• lme4
• moments
• ggm
• fastICA
• deal
• pcalg
• igraph
• rjags
• catnet
• Rgraphviz
• bnlearn
• graph
• gRain
• clue
• rbmn
• gRbase
• corpcor
• inline
• circular
• setRNG
• sfsmisc
• StanHeaders
• rstan
• matrixStats
• loo
• brglm2
• RcppParallel
• dse
• bdsmatrix
• checkmate
• abn
• pkgbuild
• pkgconfig
• entropy
• profileModel
• tframe
• tfplot

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