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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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Version

Install

install.packages('abctools')

Monthly Downloads

296

Version

0.1-2

License

GPL

Maintainer

Matt Nunes

Last Published

February 22nd, 2013

Functions in abctools (0.1-2)

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.