Prior Distributions Using a Bayesian Hierarchical Framework


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Documentation for package ‘exPrior’ version 1.0.1

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cap_prior calculates the prior according to the Carsel and Parrish methodology
df_porosity 566 porosity values
genExPrior prior using from external data
goodness_of_fit tests goodness of fit to normal distribution
johnson_ln log transform
johnson_sb log ratio transform
johnson_su hyperbolic arcsine transform
KL_divergence Kullback-Leibler divergence
KS_distance Kolmogorov-Smirnov distance
multiplot multiplot function
normalize_pdf Normalize a pdf
plotExData plot histogram of measurements
plotExPrior plot ex-situ prior
plotHyperDist plot prior and posterior distribution of hyperparameters
smooth_pdf Smooths a pdf