Description Details Author(s) References See Also Examples
This package contains function to compute Bayes factors for a number of research designs and hypotheses, including t tests, ANOVA, and linear regression.
Package: | BayesFactor |
Type: | Package |
Version: | 0.9.5 |
Date: | 2013-3-20 |
License: | GPL 2.0 |
LazyLoad: | yes |
The following methods are currently implemented, with more to follow:
Linear regression: regressionBF
lmBF
, linearReg.R2stat
;
t test: ttestBF
, ttest.tstat
;
ANOVA: anovaBF
, lmBF
,
oneWayAOV.Fstat
;
Other useful functions: posterior
, for
sampling from posterior distributions;
recompute
, for re-estimating a Bayes factor
or posterior distribution; compare
, to
compare two model posteriors; and
plot.BFBayesFactor
, for plotting Bayes
factor objects.
Richard D. Morey and Jeffrey N. Rouder
Maintainer: Richard D. Morey <richarddmorey@gmail.com>
Liang, F. and Paulo, R. and Molina, G. and Clyde, M. A. and Berger, J. O. (2008). Mixtures of g-priors for Bayesian Variable Selection. Journal of the American Statistical Association, 103, pp. 410-423
Rouder, J. N., Speckman, P. L., Sun, D., Morey, R. D., \& Iverson, G. (2009). Bayesian t-tests for accepting and rejecting the null hypothesis. Psychonomic Bulletin & Review, 16, 752-760
Rouder, J. N., Morey, R. D., Speckman, P. L., Province, J. M., (2012) Default Bayes Factors for ANOVA Designs. Journal of Mathematical Psychology. 56. p. 356-374.
Perception and Cognition Lab (University of Missouri): Bayes factor calculators. http://pcl.missouri.edu/bayesfactor
1 | ## See specific functions for examples.
|
Loading required package: coda
Loading required package: Matrix
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Welcome to BayesFactor 0.9.12-2. If you have questions, please contact Richard Morey (richarddmorey@gmail.com).
Type BFManual() to open the manual.
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