Parameterized Bayesian Networks, Abstract Classes


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Documentation for package ‘Peanut’ version 0.1-3

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Peanut-package Parameterized Bayesian Networks, Abstract Classes
as.Pnet A Parameterized Bayesian network
as.Pnode A Parameterized Bayesian network node
BuildAllTables Builds the conditional probability table for a Pnode
BuildTable Builds the conditional probability table for a Pnode
calcExpTables Calculate expected tables for a parameterized network
calcPnetLLike Calculates the log likelihood for a set of data under a Pnet model
GEMfit Fits the parameters of a parameterized network using the GEM algorithm
GetPriorWeight Gets the weight to be associated with the prior table during EM learning
is.Pnet A Parameterized Bayesian network
is.Pnode A Parameterized Bayesian network node
maxAllTableParams Find optimal parameters of Pnet or Pnode to match expected tables
maxAllTableParams.default Find optimal parameters of Pnet or Pnode to match expected tables
maxCPTParam Find optimal parameters of Pnet or Pnode to match expected tables
Peanut Parameterized Bayesian Networks, Abstract Classes
Pnet A Parameterized Bayesian network
Pnet.default A Parameterized Bayesian network
PnetPnodes Returns a list of Pnodes associated with a Pnet
PnetPnodes<- Returns a list of Pnodes associated with a Pnet
PnetPriorWeight Gets the weight to be associated with the prior table during EM learning
PnetPriorWeight<- Gets the weight to be associated with the prior table during EM learning
Pnode A Parameterized Bayesian network node
PnodeAlphas Access the combination function slope parameters for a Pnode
PnodeAlphas.default Access the combination function slope parameters for a Pnode
PnodeAlphas<- Access the combination function slope parameters for a Pnode
PnodeAlphas<-.default Access the combination function slope parameters for a Pnode
PnodeBetas Access the combination function slope parameters for a Pnode
PnodeBetas<- Access the combination function slope parameters for a Pnode
PnodeLink Accesses the link function associated with a Pnode
PnodeLink<- Accesses the link function associated with a Pnode
PnodeLinkScale Accesses the link function scale parameter associated with a Pnode
PnodeLinkScale<- Accesses the link function scale parameter associated with a Pnode
PnodeLnAlphas Access the combination function slope parameters for a Pnode
PnodeLnAlphas<- Access the combination function slope parameters for a Pnode
PnodeNet Returns a list of Pnodes associated with a Pnet
PnodeParentTvals Fetches a list of numeric variables corresponding to parent states
PnodePriorWeight Gets the weight to be associated with the prior table during EM learning
PnodePriorWeight<- Gets the weight to be associated with the prior table during EM learning
PnodeQ Accesses a state-wise Q-matrix associated with a Pnode
PnodeQ<- Accesses a state-wise Q-matrix associated with a Pnode
PnodeRules Accesses the combination rules for a Pnode
PnodeRules<- Accesses the combination rules for a Pnode