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abctools (version 1.0.4)
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
1.0.4
License
GPL (>= 2)
Issues
0
Pull Requests
0
Stars
6
Forks
3
Repository
https://github.com/dennisprangle/abctools
Maintainer
Matt Nunes
Last Published
January 14th, 2016
Functions in abctools (1.0.4)
Search functions
abctools-package
Tools for ABC analyses
combmat
table of combinations
AS.select
Summary statistics selection using approximate sufficiency.
stage2
stage2
AS.test
Test for relative approximate sufficiency between two posterior samples.
mc.ci
Diagnostic plots for model choice coverage output
nn.ent
Works out entropy of a sample.
mincrit
Summary statistics selection by minimizing a posterior sample measure.
rsse
Simulation error measures.
saABC
Summary statistic construction by semi-automatic ABC
selectsumm
Generic function for selecting summary statistics in ABC inference.
coal
Examples of coalescent data
semiauto.abc
Performs semi-automatic ABC based on summary statistics regression.
cov.pi
Coverage property diagnostics