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abcrf (version 1.2)

Approximate Bayesian Computation via Random Forests

Description

Performs Approximate Bayesian Computation (ABC) model choice via random forests.

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Version

Install

install.packages('abcrf')

Monthly Downloads

681

Version

1.2

License

GPL (>= 2)

Maintainer

JeanMichel Marin

Last Published

February 15th, 2016

Functions in abcrf (1.2)

plot.abcrf

Plot of an ABC-RF object
err.abcrf

Calculate and plot, for different number of trees, the out-of-bag errors associated with an ABC-RF object
abcrf

Create an ABC-RF object: a classification random forest from a reference table towards performing an ABC model choice
snp

A simulated example in population genetics
predict.abcrf

Predict and evaluate the posterior probability of the MAP for new data using an ABC-RF object