rbmn: Handling Linear Gaussian Bayesian Networks

Creation, manipulation, simulation of linear Gaussian Bayesian networks from text files and more...

Author
Jean-Baptiste Denis <Jean-Baptiste.Denis@jouy.inra.fr>
Date of publication
2013-08-01 15:29:29
Maintainer
Jean-Baptiste Denis <Jean-Baptiste.Denis@jouy.inra.fr>
License
GPL (>= 2)
Version
0.9-2

View on CRAN

Man pages

adja2arcs
Arc matrix from an adjacency matrix
adja2crossed
creates a crossed-adjacency matrix from two ones
adja2nbn
standardized /nbn/ from an adjacency matrix
adja4nbn
adjacency matrix of a /nbn/
adja4three
Adjacency matrices of DAGs having three nodes
arc7nb4nbn
returns the number(s) of arcs of a /nbn/
arcs4nbn1nbn
returns the list of 'parallel' arcs of a crossed-nbn
bn2nbn
transforms a /bn/ of /bnlearn/ package to a /nbn/
bnfit2nbn
transforms a /bn.fit/ of /bnlearn/ package to a /nbn/
boco
Body Composition Variables and Covariables
chain2correlation
computes the correlation matrix of a chain
chain2gema
transforms a /chain/ to a /gema/
chain2mn
computes the distribution of a chain
chain2nbn
transforms a /chain/ to a /nbn/
chain2pre
computes the precision of a chain
chain4chain
extracts a chain from a chain
check8chain
checks a /chain/ object
check8gema
checks a /gema/ object
check8nbn
checks a /nbn/ object
condi4joint
computes some conditional distribution of a multinormal...
cor4var
returns the correlation matrix from the variance
crossed4nbn1nbn
creates a crossed-nbn from two /nbn/s
dev4mn
Computes the deviance for a sample of multinormal vector
diff8nbn
returns a score of the difference between two /nbn/s
estimate8constrainednbn
estimates the parameters of a nbn with equality constraints
estimate8nbn
estimating the /nbn/ parameters
gema2mn
computes a /mn/ from a /gema/
gema2nbn
computes a /nbn/ from a /gema/
generate8chain
generation of a /chain/ /nbn/
generate8nbn
returns a randomly built /nbn/ object.
inout4chain
reduces a chain to its inputs and outputs
is8nbn8chain
Checks if a given /nbn/ is a /chain/
marginal4chain
returns marginal expectations and standard deviations of a...
mn2gema
computes a /gema/ from a /mn/
mn4joint1condi
computes a joint distribution from a marginal and a...
nb8bn
number of Bayesian networks
nbn2bnfit
transforms a /nbn/ to a /bn.fit/ of /bnlearn/ package
nbn2chain
transforms a /nbn/ into a /chain/
nbn2gema
computes a /gema/ from a /nbn/
nbn2mn
computes the joint distribution of a /nbn/
nbn2nbn
computes the /nbn/ changing its topological order
nbn2rr
computes standard matrices from a /nbn/
nbn4nbn
From a /nbn/ computes the associated nbn1
nbn4rmatrix
a /nbn/ from a regression matrix
normalize8nbn
normalizes a /nbn/
objets
Some examplifying structures
order4chain
returns a topological order of a /chain/ or checks a proposed...
order4gema
topological order of a /gema/
order4nbn
topological order of a /nbn/
print8chain
prints a /chain/ object
print8gema
standard print function for a /gema/ object.
print8mn
standard print function for a /mn/ object.
print8nbn
print function for a /nbn/ object.
rbmn-package
Linear Gaussian Bayesian network manipulations
reverse8chain
reverses the nodes of a chain
rm8nd4adja
removes somes nodes from an adjacency matrix
rm8nd4nbn
removes some nodes from a /nbn/
rmatrix4nbn
regression matrix of a /nbn/
simulate8gema
simulates from a /gema/ object
simulate8gmn
simulates a multinormal vector with varying expectation
simulate8mn
simulates a multinormal vector
simulate8nbn
simulates from a /nbn/ object
state4chain
returns the states of each node of a chain
string7dag4nbn
provides so-called string model of a /nbn/
var2pre
returns the precision matrix from the variance

Files in this package

rbmn
rbmn/inst
rbmn/inst/original
rbmn/inst/original/normal.code.r
rbmn/inst/original/objets.code.r
rbmn/inst/original/crossed.code.r
rbmn/inst/original/nbnst.code.r
rbmn/inst/original/nbnma.code.r
rbmn/inst/original/rbsb.code.r
rbmn/inst/original/chain.code.r
rbmn/inst/original/auxi.code.r
rbmn/inst/original/nbneq.code.r
rbmn/inst/original/interface.code.r
rbmn/inst/original/nbnmi.code.r
rbmn/inst/original/misc.code.r
rbmn/NAMESPACE
rbmn/data
rbmn/data/boco.rda
rbmn/R
rbmn/R/f07.normal.code.r
rbmn/R/f02.chain.code.r
rbmn/R/f11.interface.code.r
rbmn/R/f09.misc.code.r
rbmn/R/f06.nbnst.code.r
rbmn/R/f05.nbnma.code.r
rbmn/R/f00.rbsb.code.r
rbmn/R/f08.crossed.code.r
rbmn/R/f01.auxi.code.r
rbmn/R/f04.nbneq.code.r
rbmn/R/f03.nbnmi.code.r
rbmn/R/zzz.R
rbmn/R/f10.objets.code.r
rbmn/MD5
rbmn/DESCRIPTION
rbmn/man
rbmn/man/rmatrix4nbn.Rd
rbmn/man/is8nbn8chain.Rd
rbmn/man/condi4joint.Rd
rbmn/man/nbn4nbn.Rd
rbmn/man/reverse8chain.Rd
rbmn/man/marginal4chain.Rd
rbmn/man/rm8nd4adja.Rd
rbmn/man/simulate8gema.Rd
rbmn/man/inout4chain.Rd
rbmn/man/rbmn-package.Rd
rbmn/man/simulate8gmn.Rd
rbmn/man/order4nbn.Rd
rbmn/man/adja2nbn.Rd
rbmn/man/cor4var.Rd
rbmn/man/generate8nbn.Rd
rbmn/man/string7dag4nbn.Rd
rbmn/man/estimate8nbn.Rd
rbmn/man/chain2correlation.Rd
rbmn/man/nbn4rmatrix.Rd
rbmn/man/crossed4nbn1nbn.Rd
rbmn/man/chain2pre.Rd
rbmn/man/nbn2chain.Rd
rbmn/man/nbn2gema.Rd
rbmn/man/bn2nbn.Rd
rbmn/man/chain2gema.Rd
rbmn/man/rm8nd4nbn.Rd
rbmn/man/adja4nbn.Rd
rbmn/man/nbn2rr.Rd
rbmn/man/diff8nbn.Rd
rbmn/man/print8nbn.Rd
rbmn/man/mn2gema.Rd
rbmn/man/order4gema.Rd
rbmn/man/check8gema.Rd
rbmn/man/boco.Rd
rbmn/man/simulate8nbn.Rd
rbmn/man/nbn2nbn.Rd
rbmn/man/print8gema.Rd
rbmn/man/order4chain.Rd
rbmn/man/chain2nbn.Rd
rbmn/man/nbn2bnfit.Rd
rbmn/man/check8chain.Rd
rbmn/man/print8chain.Rd
rbmn/man/check8nbn.Rd
rbmn/man/arc7nb4nbn.Rd
rbmn/man/var2pre.Rd
rbmn/man/gema2nbn.Rd
rbmn/man/mn4joint1condi.Rd
rbmn/man/nbn2mn.Rd
rbmn/man/state4chain.Rd
rbmn/man/simulate8mn.Rd
rbmn/man/adja2crossed.Rd
rbmn/man/chain2mn.Rd
rbmn/man/dev4mn.Rd
rbmn/man/normalize8nbn.Rd
rbmn/man/nb8bn.Rd
rbmn/man/arcs4nbn1nbn.Rd
rbmn/man/chain4chain.Rd
rbmn/man/estimate8constrainednbn.Rd
rbmn/man/print8mn.Rd
rbmn/man/objets.Rd
rbmn/man/adja2arcs.Rd
rbmn/man/adja4three.Rd
rbmn/man/bnfit2nbn.Rd
rbmn/man/generate8chain.Rd
rbmn/man/gema2mn.Rd