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abctools (version 0.2-2)
Tools for ABC analyses
Description
Tools for approximate Bayesian computation including summary statistic selection and assessing coverage
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Install
install.packages('abctools')
Monthly Downloads
529
Version
0.2-2
License
GPL (>= 2)
Maintainer
Matt Nunes
Last Published
December 18th, 2013
Functions in abctools (0.2-2)
Search functions
combmat
table of combinations
nn.ent
Works out entropy of a sample.
pls.abc
ABC inference using PLS components computed from data.
stage2
stage2
abctools-package
Tools for ABC analyses
mincrit
Summary statistics selection by minimizing a posterior sample measure.
coal
Examples of coalescent data
rsse
Simulation error measures.
selectsumm
Generic function for selecting summary statistics in ABC inference.
mc.ci
Diagnostic plots for model choice coverage output
semiauto.abc
Performs semi-automatic ABC based on summary statistics regression.
cov.pi
Coverage property diagnostics
AS.select
Summary statistics selection using approximate sufficiency.
saABC
Summary statistic construction by semi-automatic ABC
AS.test
Test for relative approximate sufficiency between two posterior samples.