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abc
R package for Approximate Bayesian Computation
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Version
2.2.2
2.2.1
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Install
install.packages('abc')
Monthly Downloads
1,175
Version
2.2.2
License
GPL (>= 3)
Maintainer
Blum Michael
Last Published
December 3rd, 2024
Functions in abc (2.2.2)
Search all functions
plot.gfit
Goodness-of-fit plot for ABC
postpr
Estimating posterior model probabilities
summary.gfit
Calculates the p-value of the goodness-of-fit test.
summary.cv4abc
Calculates the cross-validation prediction error
summary.cv4postpr
Confusion matrix and misclassification probabilities of models
summary.abc
Summaries of posterior samples generated by ABC algortithms
summary.postpr
Posterior model probabilities and Bayes factors
abc
Parameter estimation with Approximate Bayesian Computation (ABC)
gfit
Goodness of fit
plot.cv4postpr
Barplot of model misclassification
plot.cv4abc
Cross-validation plots for ABC
expected.deviance
Expected deviance
hist.abc
Posterior histograms
cv4abc
Cross validation for Approximate Bayesian Computation (ABC)
cv4postpr
Leave-one-our cross validation for model selection ABC
plot.abc
Diagnostic plots for ABC
gfitpca
Goodness of fit with principal component analysis