Approximate Bayesian Computation via Random Forests


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Documentation for package ‘abcrf’ version 1.2

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abcrf Create an ABC-RF object: a classification random forest from a reference table towards performing an ABC model choice
abcrf.factor Create an ABC-RF object: a classification random forest from a reference table towards performing an ABC model choice
abcrf.formula Create an ABC-RF object: a classification random forest from a reference table towards performing an ABC model choice
err.abcrf Calculate and plot, for different number of trees, the out-of-bag errors associated with an ABC-RF object
plot.abcrf Plot of an ABC-RF object
predict.abcrf Predict and evaluate the posterior probability of the MAP for new data using an ABC-RF object
snp A simulated example in population genetics
snp.obs A simulated example in population genetics