Other packages > Find by keyword >

BANOVA  

Hierarchical Bayesian ANOVA Models
View on CRAN: Click here


Download and install BANOVA package within the R console
Install from CRAN:
install.packages("BANOVA")

Install from Github:
library("remotes")
install_github("cran/BANOVA")

Install by package version:
library("remotes")
install_version("BANOVA", "1.2.1")



Attach the package and use:
library("BANOVA")
Maintained by
Chen Dong
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2014-06-27
Latest Update: 2022-06-21
Description:
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. References: Dong and Wedel (2017) ; Wedel and Dong (2020) .
How to cite:
Chen Dong (2014). BANOVA: Hierarchical Bayesian ANOVA Models. R package version 1.2.1, https://cran.r-project.org/web/packages/BANOVA. Accessed 03 Dec. 2024.
Previous versions and publish date:
0.1 (2014-06-27 18:40), 0.2 (2014-06-29 09:59), 0.4 (2016-03-25 09:09), 0.5 (2016-04-03 19:37), 0.6 (2016-08-01 14:01), 0.7 (2016-08-25 09:59), 0.8 (2016-12-16 08:33), 0.9.1 (2017-09-01 18:49), 0.9 (2017-07-07 07:09), 1.0.0 (2017-11-05 14:10), 1.1.0 (2018-01-09 12:23), 1.1.1 (2018-01-22 12:57), 1.1.2 (2019-01-27 07:00), 1.1.3 (2019-07-21 06:10), 1.1.4 (2019-08-24 19:10), 1.1.5 (2020-01-10 07:30), 1.1.6 (2020-01-15 23:40), 1.1.7 (2020-05-04 16:00), 1.1.8 (2020-08-07 09:52), 1.1.9 (2021-03-15 23:40), 1.2.0 (2021-04-27 06:20)
Other packages that cited BANOVA R package
View BANOVA citation profile
Other R packages that BANOVA depends, imports, suggests or enhances
Complete documentation for BANOVA
Functions, R codes and Examples using the BANOVA R package
Some associated functions: BANOVA-package . BANOVA.Bernoulli . BANOVA.Binomial . BANOVA.Multinomial . BANOVA.Normal . BANOVA.Poisson . BANOVA.T . BANOVA.build . BANOVA.floodlight . BANOVA.mediation . BANOVA.model . BANOVA.multi.mediation . BANOVA.ordMultinomial . BANOVA.run . BANOVA.simple . BAnova . bernlogtime . bpndata . choicedata . colorad . colorad2 . condstudy . condstudy_sub . conv.diag . goalstudy . ipadstudy . pairs.BANOVA . table.predictions . table.pvalues . trace.plot . 
Some associated R codes: BANOVA.Bern.R . BANOVA.BernNormal.R . BANOVA.Bin.R . BANOVA.BinNormal.R . BANOVA.MultiNormal.R . BANOVA.Multinomial.R . BANOVA.Normal.R . BANOVA.NormalNormal.R . BANOVA.PNormal.R . BANOVA.Poisson.R . BANOVA.T.R . BANOVA.TNormal.R . BANOVA.build.R . BANOVA.floodlight.R . BANOVA.mediation.R . BANOVA.model.R . BANOVA.multi.mediation.R . BANOVA.ordMultiNormal.R . BANOVA.ordMultinomial.R . BANOVA.run.R . BANOVA.simple.R . BAnova.R . JAGSgen.PNormal.R . JAGSgen.TNormal.R . JAGSgen.bernNormal.R . JAGSgen.binNormal.R . JAGSgen.multiNormal.R . JAGSgen.normalNormal.R . JAGSgen.ordmultiNormal.R . cal.flood.effects.R . cal.mediation.effects.R . cal.mediation.effects.individual.R . conv.diag.R . conv.geweke.heidel.R . design.matrix.R . effect.matrix.factor.R . effect.matrix.interaction.R . effect.matrix.mediator.R . est.R . est.multi.R . est_pred.R . floodlight.analysis.R . get.interactions.R . get.values.R . mean.center.R . multi.design.matrix.R . multi.effect.matrix.factor.R . multi.effect.matrix.interaction.R . multi.predict.means.R . multi.print.table.means.R . pValues.R . pairs.R . predict.BANOVA.Bern.R . predict.BANOVA.Bin.R . predict.BANOVA.Multinomial.R . predict.BANOVA.Normal.R . predict.BANOVA.Poisson.R . predict.BANOVA.R . predict.BANOVA.T.R . predict.BANOVA.ordMultinomial.R . predict.means.R . print.BANOVA.Bern.R . print.BANOVA.Bin.R . print.BANOVA.Multinomial.R . print.BANOVA.Normal.R . print.BANOVA.Poisson.R . print.BANOVA.R . print.BANOVA.T.R . print.BANOVA.floodlight.R . print.BANOVA.mediation.R . print.BANOVA.multi.mediation.R . print.BANOVA.ordMultinomial.R . print.ancova.effect.R . print.conv.diag.R . print.summary.BANOVA.Bern.R . print.summary.BANOVA.Bin.R . print.summary.BANOVA.Multinomial.R . print.summary.BANOVA.Normal.R . print.summary.BANOVA.Poisson.R . print.summary.BANOVA.R . print.summary.BANOVA.T.R . print.summary.BANOVA.ordMultinomial.R . print.table.means.R . printCoefmat.R . results.BANOVA.mlvNormal.R . rowMatch.R . ssquares.R . summary.BANOVA.Bern.R . summary.BANOVA.Bin.R . summary.BANOVA.Multinomial.R . summary.BANOVA.Normal.R . summary.BANOVA.Poisson.R . summary.BANOVA.R . summary.BANOVA.T.R . summary.BANOVA.ordMultinomial.R . table.ANCOVA.R . table.ANOVA.R . table.coefficients.R . table.predictions.R . table.pvalue.R . table.pvalues.R . trace.plot.R . traceplot.R . util.R .  Full BANOVA package functions and examples
Downloads during the last 30 days
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  
CRANsearcher  
RStudio Addin for Searching Packages in CRAN Database Based on Keywords
One of the strengths of R is its vast package ecosystem. Indeed, R packages extend from visualizatio ...
Download / Learn more Package Citations See dependency  
FSInteract  
Fast Searches for Interactions
Performs fast detection of interactions in large-scale data using the method of random intersection ...
Download / Learn more Package Citations See dependency  
EDOtrans  
Euclidean Distance-Optimized Data Transformation
A data transformation method which takes into account the special property of scale non-invariance w ...
Download / Learn more Package Citations See dependency  
telemac  
R Interface to the TELEMAC Model Suite
An R interface to the TELEMAC suite for modelling of free surface flow. This includes methods for m ...
Download / Learn more Package Citations See dependency  
donut  
Nearest Neighbour Search with Variables on a Torus
Finds the k nearest neighbours in a dataset of specified points, adding the option to wrap certain ...
Download / Learn more Package Citations See dependency  

23,310

R Packages

200,798

Dependencies

63,203

Author Associations

23,278

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA