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abctools (version 1.0.3)
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
1.0.3
License
GPL (>= 2)
Issues
0
Pull Requests
0
Stars
6
Forks
3
Repository
http://github.com/dennisprangle/abctools
Maintainer
Matt Nunes
Last Published
July 15th, 2015
Functions in abctools (1.0.3)
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selectsumm
Generic function for selecting summary statistics in ABC inference.
mc.ci
Diagnostic plots for model choice coverage output
nn.ent
Works out entropy of a sample.
rsse
Simulation error measures.
coal
Examples of coalescent data
combmat
table of combinations
saABC
Summary statistic construction by semi-automatic ABC
stage2
stage2
AS.select
Summary statistics selection using approximate sufficiency.
AS.test
Test for relative approximate sufficiency between two posterior samples.
mincrit
Summary statistics selection by minimizing a posterior sample measure.
abctools-package
Tools for ABC analyses
cov.pi
Coverage property diagnostics
semiauto.abc
Performs semi-automatic ABC based on summary statistics regression.