BANOVA: Hierarchical Bayesian ANOVA Models
Version 0.9.1

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 and social sciences. 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 predictions, which are easily interpretable for behavioral and social researchers. The floodlight analysis and mediation analysis based on these models are also provided. BANOVA uses Stan and JAGS as the computational platform.

Package details

AuthorChen Dong, Michel Wedel
Date of publication2017-09-01 16:49:45 UTC
MaintainerChen Dong <[email protected]>
LicenseGPL (>= 2)
Version0.9.1
URL https://papers.ssrn.com/sol3/papers.cfm?abstract_id=2460286
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("BANOVA")

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BANOVA documentation built on Sept. 2, 2017, 1:14 a.m.