deal: Learning Bayesian Networks with Mixed Variables

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Bayesian networks with continuous and/or discrete variables can be learned and compared from data.

Author
Susanne Gammelgaard Bottcher, Claus Dethlefsen.
Date of publication
2013-01-28 17:47:26
Maintainer
Claus Dethlefsen <rpackage.deal@gmail.com>
License
GPL (>= 2)
Version
1.2-37

View on CRAN

Man pages

autosearch
Greedy search
deal-internal
deal internal functions
drawnetwork
Graphical interface for editing networks
genlatex
From a network family, generate LaTeX output
insert
Insert/remove an arrow in network
jointprior
Calculates the joint prior distribution
ksl
Health and social characteristics
learn
Estimation of parameters in the local probability...
makesimprob
Make a suggestion for simulation probabilities
maketrylist
Creates the full trylist
network
Bayesian network data structure
networkfamily
Generates and learns all networks for a set of variables.
networktools
Tools for manipulating networks
node
Representation of nodes
numbermixed
The number of possible networks
nwfsort
Sorts a list of networks
nwfunique
Makes a network family unique.
perturb
Perturbs a network
prob
Local probability distributions
rats
Weightloss of rats
readnet
Reads/saves .net file
rnetwork
Simulation of data sets with a given dependency structure
score
Network score

Files in this package

deal
deal/MD5
deal/src
deal/src/postc0.c
deal/src/postc.c
deal/src/matrix.h
deal/src/matrix.c
deal/man
deal/man/score.Rd
deal/man/rnetwork.Rd
deal/man/readnet.Rd
deal/man/rats.Rd
deal/man/prob.Rd
deal/man/perturb.Rd
deal/man/nwfunique.Rd
deal/man/nwfsort.Rd
deal/man/numbermixed.Rd
deal/man/node.Rd
deal/man/networktools.Rd
deal/man/networkfamily.Rd
deal/man/network.Rd
deal/man/maketrylist.Rd
deal/man/makesimprob.Rd
deal/man/learn.Rd
deal/man/ksl.Rd
deal/man/jointprior.Rd
deal/man/insert.Rd
deal/man/genlatex.Rd
deal/man/drawnetwork.Rd
deal/man/deal-internal.Rd
deal/man/autosearch.Rd
deal/demo
deal/demo/simulation.R
deal/demo/regression.R
deal/demo/rats.R
deal/demo/ksl.R
deal/demo/00Index
deal/data
deal/data/reinis.rda
deal/data/rats.txt.gz
deal/data/ksl.txt.gz
deal/data/ksl.rda
deal/R
deal/R/unique.R
deal/R/savenet.R
deal/R/rnetwork.R
deal/R/readnet.R
deal/R/postdist.R
deal/R/postc0.R
deal/R/postc.R
deal/R/perturb.R
deal/R/numbermixed.R
deal/R/node.R
deal/R/networkfamily.R
deal/R/network.R
deal/R/master.R
deal/R/maketrylist.R
deal/R/makesimprob.R
deal/R/learning.R
deal/R/jointprior.R
deal/R/jointdisc.R
deal/R/jointcont.R
deal/R/inspectprob.R
deal/R/heuristic.R
deal/R/genlatex.R
deal/R/generic.R
deal/R/fullsimprob.R
deal/R/findex.R
deal/R/drawnetwork.R
deal/R/cycletest.R
deal/R/conditional.R
deal/R/autosearch.R
deal/R/addarrows.R
deal/NAMESPACE
deal/INDEX
deal/DESCRIPTION
deal/CHANGELOG