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abctools (version 0.1-2)
Algorithms for ABC summary statistics selection
Description
Methods for choosing summary statistics in approximate Bayesian computation
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Install
install.packages('abctools')
Monthly Downloads
529
Version
0.1-2
License
GPL
Maintainer
Matt Nunes
Last Published
February 22nd, 2013
Functions in abctools (0.1-2)
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AS.test
Test for relative approximate sufficiency between two posterior samples.
AS.select
Summary statistics selection using approximate sufficiency.
pls.abc
ABC inference using PLS components computed from data.
mincrit
Summary statistics selection by minimizing a posterior sample measure.
rsse
Simulation error measures.
stage2
stage2
nn.ent
Works out entropy of a sample.
combmat
table of combinations
abctools-package
Routines for ABC inference, including methods for summary statistics selection.
coal
Examples of coalescent data
saABC
Summary statistic construction by semi-automatic ABC
selectsumm
Generic function for selecting summary statistics in ABC inference.
semiauto.abc
Performs semi-automatic ABC based on summary statistics regression.