R: Tools for Approximate Bayesian Computation (ABC)

# Tools for Approximate Bayesian Computation (ABC)

## Documentation for package ‘abc’ version 2.2.2

- DESCRIPTION file
- User guides, package vignettes and other documentation
- Package README

## 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