mas3321: Bayes normal linear model and basic MCMC

Package contains functions, data and examples of a Bayesian analysis of the normal linear model using conjugate priors and the analysis of simple models using non-conjugate priors

AuthorRichard Boys
Date of publication2016-09-01 15:38:23
MaintainerRichard Boys <richard.boys@newcastle.ac.uk>
LicenseGPL
Version1.1

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Man pages

cavendish: Data collected by the 18th century physicist Henry Cavendish...

coagulation: Data on the effect of three new diets on the blood...

contamination: Data on the aerobic colony counts (acc, measured in colony...

crickets: Data on the frequency of chirps made by a striped ground...

dbvnorm: The Bivariate Normal distribution

dbvt: The Bivariate t distribution

demoCommands: Launches an editor containing the commands in a demo

dgt: The Generalised t distribution

dinvchi: The Inverse Chi distribution

dnormgamma: The Normal-Gamma distribution

dnorminvchi: The Normal-InvChi distribution

elicitgzerofn: Function used in the elicitation of normal-gamma prior...

elicitNGa: Elicitation of normal-gamma prior distribution by using...

gibbsNormal: Gibbs sampler for a normal random sample with a...

gibbsNormal2: Gibbs sampler for a normal random sample with a conjugate...

gibbsReffects: Gibbs sampler for a one-way normal random effects model with...

hdiBeta: The highest density interval (HDI) for a Beta(a,b)...

hdiGamma: The highest density interval (HDI) for a Gamma(a,b)...

hdiInvchi: The highest density interval (HDI) for a Inv-Chi(a,b)...

hepatitis: Data on the logarithm of ornithine carbonyltransferase (a...

malcolm: Data collected by Malcolm on the height and shoe size of a...

mcmcAnalysis: Summarise and plot tabular MCMC output

mcmcBoxplot: Box plots from MCMC output

mcmcCi: Equi-tailed confidence intervals from MCMC output

mcmcProcess: Function to remove burn-in and thin MCMC output

metropolis: Metropolis algorithm to simulate realisations from a standard...

mhReffects: Metropolis-Hastings algorithm for a one-way normal random...

mwgGamma: Metropolis within Gibbs algorithm for a gamma random sample

NGaposterior: Parameters of the NGa posterior distribution when sampling...

quadform2d: Function calculates a quadratic form for 2-d vectors

Files in this package

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