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abc
R package for Approximate Bayesian Computation
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Install
install.packages('abc')
Monthly Downloads
1,391
Version
2.2.1
License
GPL (>= 3)
Maintainer
Blum Michael
Last Published
May 19th, 2022
Functions in abc (2.2.1)
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expected.deviance
Expected deviance
gfit
Goodness of fit
gfitpca
Goodness of fit with principal component analysis
hist.abc
Posterior histograms
plot.cv4postpr
Barplot of model misclassification
plot.abc
Diagnostic plots for ABC
cv4postpr
Leave-one-our cross validation for model selection ABC
abc
Parameter estimation with Approximate Bayesian Computation (ABC)
plot.cv4abc
Cross-validation plots for ABC
summary.cv4postpr
Confusion matrix and misclassification probabilities of models
cv4abc
Cross validation for Approximate Bayesian Computation (ABC)
summary.gfit
Calculates the p-value of the goodness-of-fit test.
summary.postpr
Posterior model probabilities and Bayes factors
postpr
Estimating posterior model probabilities
plot.gfit
Goodness-of-fit plot for ABC
summary.abc
Summaries of posterior samples generated by ABC algortithms
summary.cv4abc
Calculates the cross-validation prediction error