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abc
R package for Approximate Bayesian Computation
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2.2.1
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Install
install.packages('abc')
Monthly Downloads
1,268
Version
2.2.1
License
GPL (>= 3)
Maintainer
Blum Michael
Last Published
May 19th, 2022
Functions in abc (2.2.1)
Search functions
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