Tools for Approximate Bayesian Computation (ABC)

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Documentation for package ‘abc’ version 2.2.1

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

Help Pages

abc	Parameter estimation with Approximate Bayesian Computation (ABC)
abc.return	Parameter estimation with Approximate Bayesian Computation (ABC)
cv4abc	Cross validation for Approximate Bayesian Computation (ABC)
cv4postpr	Leave-one-our cross validation for model selection ABC
expected.deviance	Expected deviance
getmode	Summaries of posterior samples generated by ABC algortithms
gfit	Goodness of fit
gfitpca	Goodness of fit with principal component analysis
hist.abc	Posterior histograms
plot.abc	Diagnostic plots for ABC
plot.cv4abc	Cross-validation plots for ABC
plot.cv4postpr	Barplot of model misclassification
plot.gfit	Goodness-of-fit plot for ABC
postpr	Estimating posterior model probabilities
summary.abc	Summaries of posterior samples generated by ABC algortithms
summary.cv4abc	Calculates the cross-validation prediction error
summary.cv4postpr	Confusion matrix and misclassification probabilities of models
summary.gfit	Calculates the p-value of the goodness-of-fit test.
summary.postpr	Posterior model probabilities and Bayes factors