%plus%                  a plus b with NA values
.is                     a internal version of "is", only for this
                        package
BasicBayesian           Create objects of type '"BasicBayesian"'.
CatDP                   Create objects of type "CatDP".
CatDirichlet            Create objects of type "CatDirichlet".
CatHDP                  Create objects of type "CatHDP".
CatHDP2                 Create objects of type "CatHDP2".
DP                      Create objects of type "DP".
GaussianNIG             Create objects of type "GaussianNIG".
GaussianNIW             Create objects of type "GaussianNIW".
HDP                     Create objects of type "HDP".
HDP2                    Create objects of type "HDP2".
MAP                     Get the Maximum A Posteriori(MAP) estimate of a
                        "BayesianBrick" object
MAP.CatDP               Maximum A Posteriori(MAP) estimate of a "CatDP"
                        object
MAP.CatDirichlet        MAP estimate of a "CatDirichlet" object
MAP.GaussianNIG         MAP estimate of a "GaussianNIG" object
MAP.GaussianNIW         Maximum A Posteriori(MAP) estimate of a
                        "GaussianNIW" object
MPE                     Get the Mean Posterior Estimate(MPE) of a
                        "BayesianBrick" object
MPE.CatDP               Mean Posterior Estimate(MPE) of a "CatDP"
                        object
MPE.CatDirichlet        MPE of a "CatDirichlet" object
MPE.GaussianNIG         MPE estimate of a "GaussianNIG" object
MPE.GaussianNIW         Mean Posterior Estimate(MPE) of a "GaussianNIW"
                        object
MetropolisHastings      Metropolis-Hastings sampler
cancerData              Cancer mortality of 20 cities
dCategorical            Probability mass function for Categorical
                        distribution
dDir                    Density function for Dirichelt distribution
dGaussian               Density function of Gaussian distribution
dPosteriorPredictive    Get the density value of the posterior
                        predictive distribution
dPosteriorPredictive.CatDP
                        Posterior predictive density function of a
                        "CatDP" object
dPosteriorPredictive.CatDirichlet
                        Posterior predictive density function of a
                        "CatDirichlet" object
dPosteriorPredictive.CatHDP
                        Posterior predictive density function of a
                        "CatHDP" object
dPosteriorPredictive.CatHDP2
                        Posterior predictive density function of a
                        "CatHDP" object
dPosteriorPredictive.DP
                        Posterior predictive density function of a
                        Dirichlet Process object
dPosteriorPredictive.GaussianNIG
                        Posterior predictive density function of a
                        "GaussianNIG" object
dPosteriorPredictive.GaussianNIW
                        Posterior predictive density function of a
                        "GaussianNIW" object
dPosteriorPredictive.HDP
                        Posterior predictive density function of a
                        "HDP" object
dPosteriorPredictive.HDP2
                        Posterior predictive density function of a
                        "HDP2" object
dT                      Density function for (multivariate) t
                        distribution
farmadsData             farm ads data
inferenceJointGaussian
                        Inference in joint Gaussian distribution
linearGaussian          Linear Gaussian systems
logsumexp               log sum exp
lrData                  Samples from a simple linear model
marginalLikelihood      Get the marginal likelihood of a
                        "BayesianBrick" object
marginalLikelihood.CatDP
                        Marginal likelihood of a "CatDP" object
marginalLikelihood.CatDirichlet
                        Marginal likelihood of a "CatDirichlet" object
marginalLikelihood.DP   Marginallikelihood for Dirichlet Process(DP)
marginalLikelihood.GaussianNIG
                        Marginal likelihood of a "GaussianNIG" object
marginalLikelihood.GaussianNIW
                        Marginal likelihood of a "GaussianNIW" object
marginalLikelihood.HDP
                        Marginallikelihood for HDP
marginalLikelihood.HDP2
                        Marginallikelihood for HDP2
marginalLikelihood_bySufficientStatistics
                        Get the marginal likelihood of a
                        "BayesianBrick" object
marginalLikelihood_bySufficientStatistics.CatDP
                        Marginal likelihood of a "CatDP" object, usnig
                        sufficient statistics
marginalLikelihood_bySufficientStatistics.CatDirichlet
                        Marginal likelihood of a "CatDirichlet" object,
                        usnig sufficient statistics
marginalLikelihood_bySufficientStatistics.GaussianNIG
                        Marginal likelihood of a "GaussianNIG" object,
                        usnig sufficient statistics
marginalLikelihood_bySufficientStatistics.GaussianNIW
                        Marginal likelihood of a "GaussianNIW" object,
                        usnig sufficient statistics
mmData                  Samples from a mixture model
mmhData                 Samples from a hierarchical mixture model
mmhhData                Samples from a hierarchical mixture model with
                        two layers of hierarchies
pdsInverse              Inverse of a positive definite symmetric matrix
posterior               update the prior distribution with sufficient
                        statistics
posterior.CatDP         Update a "CatDP" object with sample sufficient
                        statistics
posterior.CatDirichlet
                        Update a "CatDirichlet" object with sample
                        sufficient statistics
posterior.CatHDP        Update a "CatHDP" object with sample sufficient
                        statistics
posterior.CatHDP2       Update a "CatHDP2" object with sample
                        sufficient statistics
posterior.DP            Update a "DP" object with sample sufficient
                        statistics
posterior.GaussianNIG   Update a "GaussianNIG" object with sample
                        sufficient statistics
posterior.GaussianNIW   Update a "GaussianNIW" object with sample
                        sufficient statistics
posterior.HDP           Update a "HDP" object with sample sufficient
                        statistics
posterior.HDP2          Update a "HDP2" object with sample sufficient
                        statistics
posteriorDiscard        update the prior distribution with sufficient
                        statistics
posteriorDiscard.CatDP
                        Update a "CatDP" object with sample sufficient
                        statistics
posteriorDiscard.CatDirichlet
                        Update a "CatDirichlet" object with sample
                        sufficient statistics
posteriorDiscard.CatHDP
                        Update a "CatHDP" object with sample sufficient
                        statistics
posteriorDiscard.CatHDP2
                        Update a "CatHDP2" object with sample
                        sufficient statistics
posteriorDiscard.DP     Update a "DP" object with sample sufficient
                        statistics
posteriorDiscard.GaussianNIG
                        Update a "GaussianNIG" object with sample
                        sufficient statistics
posteriorDiscard.GaussianNIW
                        Update a "GaussianNIW" object with sample
                        sufficient statistics
posteriorDiscard.HDP    Update a "HDP" object with sample sufficient
                        statistics
posteriorDiscard.HDP2   Update a "HDP2" object with sample sufficient
                        statistics
posteriorDiscard_bySufficientStatistics
                        update the prior distribution with sufficient
                        statistics
posteriorDiscard_bySufficientStatistics.CatDP
                        Update a "CatDP" object with sample sufficient
                        statistics
posteriorDiscard_bySufficientStatistics.CatDirichlet
                        Update the prior Dirichlet distribution with
                        sample sufficient statistics
posterior_bySufficientStatistics
                        update the prior distribution with sufficient
                        statistics
posterior_bySufficientStatistics.CatDP
                        Update a "CatDP" object with sample sufficient
                        statistics
posterior_bySufficientStatistics.CatDirichlet
                        Update a "CatDirichlet" object with sample
                        sufficient statistics
print.BasicBayesian     Print the content of an BasicBasyesian object
print.CatHDP            Print the content of an CatHDP object
print.CatHDP2           Print the content of an CatHDP2 object
print.DP                print the content of a "DP" object
print.HDP               print the content of a "HDP" object
print.HDP2              print the content of a "HDP2" object
rCategorical            Random generation for Categorical distribution
rDir                    Random generation for Dirichelt distribution
rGaussian               Random generation for Gaussian distribution
rPosteriorPredictive    Generate random samples from the posterior
                        predictive distribution
rPosteriorPredictive.CatDP
                        Posterior predictive random generation of a
                        "CatDP" object
rPosteriorPredictive.CatDirichlet
                        Posterior predictive random generation of a
                        "CatDirichlet" object
rPosteriorPredictive.CatHDP
                        Posterior predictive random generation of a
                        "CatHDP" object
rPosteriorPredictive.CatHDP2
                        Posterior predictive random generation of a
                        "CatHDP2" object
rPosteriorPredictive.DP
                        Posterior predictive random generation of a
                        "DP" object
rPosteriorPredictive.GaussianNIG
                        Posterior predictive random generation of a
                        "GaussianNIG" object
rPosteriorPredictive.GaussianNIW
                        Posterior predictive random generation of a
                        "GaussianNIW" object
rPosteriorPredictive.HDP
                        Posterior predictive random generation of a
                        "HDP" object
rPosteriorPredictive.HDP2
                        Posterior predictive random generation of a
                        "HDP2" object
rT                      Random Generation for (multivariate) t
                        distribution
release_questions       additional release questions
sufficientStatistics    Get sample sufficient statistics
sufficientStatistics.CatDP
                        Sufficient statistics of a "CatDP" object
sufficientStatistics.CatDirichlet
                        Sufficient statistics of a "CatDirichlet"
                        object
sufficientStatistics.DP
                        Sufficient statistics of a "DP" object
sufficientStatistics.GaussianNIG
                        Sufficient statistics of a "GaussianNIG" object
sufficientStatistics.GaussianNIW
                        Sufficient statistics of a "GaussianNIW" object
sufficientStatistics.HDP
                        Sufficient statistics of a "HDP" object
sufficientStatistics.HDP2
                        Sufficient statistics of a "HDP2" object
sufficientStatistics_Weighted
                        Get weighted sample sufficient statistics
sufficientStatistics_Weighted.CatDP
                        Weighted sufficient statistics of a "CatDP"
                        object
sufficientStatistics_Weighted.CatDirichlet
                        Weighted sufficient statistics of a
                        "CatDirichlet" object
sufficientStatistics_Weighted.DP
                        Weighted sufficient statistics of a "DP" object
sufficientStatistics_Weighted.GaussianNIG
                        Weighted sufficient statistics of a
                        "GaussianNIG" object
sufficientStatistics_Weighted.GaussianNIW
                        Weighted sufficient statistics for a
                        "GaussianNIW" object
sufficientStatistics_Weighted.HDP
                        Weighted sufficient statistics of a "HDP"
                        object
sufficientStatistics_Weighted.HDP2
                        Weighted sufficient statistics of a "HDP2"
                        object
