Bayesian Inference for Marketing/Micro-Econometrics

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Documentation for package ‘bayesm’ version 3.1-6

• DESCRIPTION file.
• User guides, package vignettes and other documentation.

Help Pages

bank	Bank Card Conjoint Data
breg	Posterior Draws from a Univariate Regression with Unit Error Variance
camera	Conjoint Survey Data for Digital Cameras
cgetC	Obtain A List of Cut-offs for Scale Usage Problems
cheese	Sliced Cheese Data
clusterMix	Cluster Observations Based on Indicator MCMC Draws
condMom	Computes Conditional Mean/Var of One Element of MVN given All Others
createX	Create X Matrix for Use in Multinomial Logit and Probit Routines
customerSat	Customer Satisfaction Data
detailing	Physician Detailing Data
eMixMargDen	Compute Marginal Densities of A Normal Mixture Averaged over MCMC Draws
ghkvec	Compute GHK approximation to Multivariate Normal Integrals
llmnl	Evaluate Log Likelihood for Multinomial Logit Model
llmnp	Evaluate Log Likelihood for Multinomial Probit Model
llnhlogit	Evaluate Log Likelihood for non-homothetic Logit Model
lndIChisq	Compute Log of Inverted Chi-Squared Density
lndIWishart	Compute Log of Inverted Wishart Density
lndMvn	Compute Log of Multivariate Normal Density
lndMvst	Compute Log of Multivariate Student-t Density
logMargDenNR	Compute Log Marginal Density Using Newton-Raftery Approx
margarine	Household Panel Data on Margarine Purchases
mixDen	Compute Marginal Density for Multivariate Normal Mixture
mixDenBi	Compute Bivariate Marginal Density for a Normal Mixture
mnlHess	Computes -Expected Hessian for Multinomial Logit
mnpProb	Compute MNP Probabilities
momMix	Compute Posterior Expectation of Normal Mixture Model Moments
nmat	Convert Covariance Matrix to a Correlation Matrix
numEff	Compute Numerical Standard Error and Relative Numerical Efficiency
orangeJuice	Store-level Panel Data on Orange Juice Sales
plot.bayesm.hcoef	Plot Method for Hierarchical Model Coefs
plot.bayesm.mat	Plot Method for Arrays of MCMC Draws
plot.bayesm.nmix	Plot Method for MCMC Draws of Normal Mixtures
rbayesBLP	Bayesian Analysis of Random Coefficient Logit Models Using Aggregate Data
rbiNormGibbs	Illustrate Bivariate Normal Gibbs Sampler
rbprobitGibbs	Gibbs Sampler (Albert and Chib) for Binary Probit
rdirichlet	Draw From Dirichlet Distribution
rDPGibbs	Density Estimation with Dirichlet Process Prior and Normal Base
rhierBinLogit	MCMC Algorithm for Hierarchical Binary Logit
rhierLinearMixture	Gibbs Sampler for Hierarchical Linear Model with Mixture-of-Normals Heterogeneity
rhierLinearModel	Gibbs Sampler for Hierarchical Linear Model with Normal Heterogeneity
rhierMnlDP	MCMC Algorithm for Hierarchical Multinomial Logit with Dirichlet Process Prior Heterogeneity
rhierMnlRwMixture	MCMC Algorithm for Hierarchical Multinomial Logit with Mixture-of-Normals Heterogeneity
rhierNegbinRw	MCMC Algorithm for Hierarchical Negative Binomial Regression
rivDP	Linear "IV" Model with DP Process Prior for Errors
rivGibbs	Gibbs Sampler for Linear "IV" Model
rmixGibbs	Gibbs Sampler for Normal Mixtures w/o Error Checking
rmixture	Draw from Mixture of Normals
rmnlIndepMetrop	MCMC Algorithm for Multinomial Logit Model
rmnpGibbs	Gibbs Sampler for Multinomial Probit
rmultireg	Draw from the Posterior of a Multivariate Regression
rmvpGibbs	Gibbs Sampler for Multivariate Probit
rmvst	Draw from Multivariate Student-t
rnegbinRw	MCMC Algorithm for Negative Binomial Regression
rnmixGibbs	Gibbs Sampler for Normal Mixtures
rordprobitGibbs	Gibbs Sampler for Ordered Probit
rscaleUsage	MCMC Algorithm for Multivariate Ordinal Data with Scale Usage Heterogeneity
rsurGibbs	Gibbs Sampler for Seemingly Unrelated Regressions (SUR)
rtrun	Draw from Truncated Univariate Normal
runireg	IID Sampler for Univariate Regression
runiregGibbs	Gibbs Sampler for Univariate Regression
rwishart	Draw from Wishart and Inverted Wishart Distribution
Scotch	Survey Data on Brands of Scotch Consumed
simnhlogit	Simulate from Non-homothetic Logit Model
summary.bayesm.mat	Summarize Mcmc Parameter Draws
summary.bayesm.nmix	Summarize Draws of Normal Mixture Components
summary.bayesm.var	Summarize Draws of Var-Cov Matrices
tuna	Canned Tuna Sales Data