It covers several Bayesian Analysis of Variance (BANOVA) models used in analysis of experimental designs in which both within- and between- subjects factors are manipulated. They can be applied to data that are common in the behavioral sciences and related fields. The package includes: Hierarchical Bayes ANOVA models with normal response, t response, Binomial(Bernoulli) response, Poisson response, ordered multinomial response and multinomial response variables. All models accommodate unobserved heterogeneity by including a normal distribution of the parameters across individuals. Outputs of the package include tables of sums of squares, effect sizes and p-values, and tables of means, which are easily interpretable for behavioral researchers. BANOVA uses JAGS as the computational platform.
| Version: | 0.7 |
| Depends: | R (≥ 3.0.1), rjags (≥ 3-13), runjags (≥ 1.2.1-0), coda (≥ 0.16-1) |
| Published: | 2016-08-25 |
| Author: | Chen Dong, Michel Wedel |
| Maintainer: | Chen Dong <cdong at math.umd.edu> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| URL: | http://papers.ssrn.com/sol3/papers.cfm?abstract_id=2460286 |
| NeedsCompilation: | no |
| SystemRequirements: | JAGS >= 4.1.0 (http://mcmc-jags.sourceforge.net) |
| Materials: | NEWS |
| CRAN checks: | BANOVA results |
| Reference manual: | BANOVA.pdf |
| Package source: | BANOVA_0.7.tar.gz |
| Windows binaries: | r-devel: BANOVA_0.7.zip, r-release: BANOVA_0.7.zip, r-oldrel: BANOVA_0.7.zip |
| OS X Mavericks binaries: | r-release: BANOVA_0.7.tgz, r-oldrel: BANOVA_0.7.tgz |
| Old sources: | BANOVA archive |
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