Coarsened Mixtures of Hierarchical Skew Kernels

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Documentation for package ‘COMIX’ version 1.0.0

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

Help Pages

acfParams	The function computes (and by default plots) estimates of the autocovariance or autocorrelation function for the different parameters of the model. This is a wrapper for coda::acf.
calibrate	This function aligns multiple samples so that their location parameters are equal.
calibrateNoDist	This function aligns multiple samples so that their location parameters are equal.
comix	This function generates a sample from the posterior of COMIX.
effectiveSampleSize	This function creates an object that summarizes the effective sample size for the parameters of the model.
gewekeParams	This function creates an object that summarizes the Geweke convergence diagnostic.
heidelParams	This function creates an object that summarizes the Heidelberg-Welch convergence diagnostic.
plotEffectiveSampleSize	This function creates plots for the effective sample size for the parameters of the model.
plotGewekeParams	This function creates plots for the Geweke diagnostic and results of test of stationarity for the parameters of the model.
plotHeidelParams	This function creates plots for the Heidelberg-Welch diagnostic and results of test of stationarity for the parameters of the model.
plotTracePlots	This function creates trace plots for different parameters of the MCMC chain.
relabelChain	This function relabels the chain to avoid label switching issues.
summarizeChain	This function provides post-hoc estimates of the model parameters.
tidyChain	This function creates tidy versions of the stored chain. This object can then be used as input for the other diagnostic functions in this package.
transform_params	Convert between parameterizations of the multivariate skew normal distribution.