Bayesian Estimation of Change-Points in the Slope of
Multivariate Time-Series
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Documentation for package ‘beast’ version 1.1
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| beast-package | Bayesian Estimation of Change-Points in the Slope of Multivariate Time-Series |
| beast | Main function |
| birthProbs | Birth Probabilities |
| complexityPrior | Complexity prior distribution |
| computeEmpiricalPriorParameters | Compute the empirical mean. |
| computePosteriorParameters | Compute empirical posterior parameters |
| computePosteriorParametersFree | Posterior parameters |
| FungalGrowthDataset | Fungal Growth Dataset |
| localProposal | Move 3.b |
| logLikelihoodFullModel | Log-likelihood function. |
| logPrior | Log-prior. |
| mcmcSampler | MCMC sampler |
| myUnicodeCharacters | Printing |
| normalizeTime0 | Zero normalization |
| plot.beast.object | Plot function |
| print.beast.object | Print function |
| proposeTheta | Move 2 |
| simMultiIndNormInvGamma | Prior random numbers |
| simulateFromPrior | Generate change-points according to the prior |
| singleLocalProposal | Move 3.b |
| truncatedPoisson | Truncated Poisson pdf |
| updateNumberOfCutpoints | Move 1 |