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BayesFactor (version 0.9.0)

Computation of Bayes factors for simple designs

Description

The BayesFactor package is a suite of functions for computing various Bayes factors for simple designs, including the one- and two-sample designs, one-way designs, general ANOVA designs, and linear regression.

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Version

Install

install.packages('BayesFactor')

Monthly Downloads

15,621

Version

0.9.0

License

GPL-2

Maintainer

R. Morey

Last Published

January 17th, 2013

Functions in BayesFactor (0.9.0)

oneWayAOV.Fstat

Use F statistic to compute Bayes factor for balanced one-way designs

logMeanExpLogs

Functions to compute the logarithm of the mean (and cumulative means) of vectors of logarithms

as.BFBayesFactor

Function to coerce objects to the BFBayesFactor class

BFBayesFactorList-class

General S4 class for representing a collection of Bayes factor model comprisons, each against a different denominator

compare

Compare two models, with respect to some data

regressionBF

Function to compute Bayes factors for regression designs

puzzles

Puzzle completion times from Hays (1994)

anovaBF

Function to compute Bayes factors for ANOVA designs

ttest.tstat

Use t statistic to compute Bayes factor for one- and two- sample designs

plot.BFBayesFactorTop

Plot a Bayes factor top-down object

BFBayesFactor-class

General S4 class for representing multiple Bayes factor model comparisons, all against the same model

BFManual

Opens the HTML manual for the BayesFactor package

posterior

Sample from the posterior distribution of one of several models.

ttestBF

Function for Bayesian analysis of one- and two-sample designs

nWayAOV

Use ANOVA design matrix to compute Bayes factors or sample posterior

linearReg.R2stat

Use R^2 statistic to compute Bayes factor for regression designs

lmBF

Function to compute Bayes factors for specific linear models

BayesFactor-package

Functions to compute Bayes factor hypothesis tests for common research designs and hypotheses.

extractBF

Extract the Bayes factor from an object

BFInfo

Prints the version information for the BayesFactor package

plot.BFBayesFactor

Plot a Bayes factor object

BFmodel-class

General S4 classes for representing models for comparison

recompute

Take an object and redo the computation (useful for sampling)