Other packages > Find by keyword >

RoBTT  

Robust Bayesian T-Test
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("RoBTT", "1.3.1")



Attach the package and use:
library("RoBTT")
Maintained by
František Bartoš
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2022-09-20
Latest Update: 2024-11-10
Description:
An implementation of Bayesian model-averaged t-test that allows users to draw inference about the presence vs absence of the effect, heterogeneity of variances, and outliers. The 'RoBTT' packages estimates model ensembles of models created as a combination of the competing hypotheses and uses Bayesian model-averaging to combine the models using posterior model probabilities. Users can obtain the model-averaged posterior distributions and inclusion Bayes factors which account for the uncertainty in the data generating process (Maier et al., 2022, ). Users can define a wide range of informative priors for all parameters of interest. The package provides convenient functions for summary, visualizations, and fit diagnostics.
How to cite:
František Bartoš (2022). RoBTT: Robust Bayesian T-Test. R package version 1.3.1, https://cran.r-project.org/web/packages/RoBTT. Accessed 05 Aug. 2026.
Previous versions and publish date:
(2026-07-09 08:23), 1.0.0 (2022-09-20 10:06), 1.0.1 (2023-03-13 17:50), 1.0.2 (2023-03-30 10:20), 1.0.3 (2023-03-30 12:40), 1.1.0 (2023-05-30 16:00), 1.2.0 (2023-06-26 10:30), 1.2.1 (2023-09-20 10:30), 1.3.0 (2024-04-05 01:43)
Other packages that cited RoBTT R package
View RoBTT citation profile
Other R packages that RoBTT depends, imports, suggests or enhances
Complete documentation for RoBTT
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

noisyr  
Noise Quantification in High Throughput Sequencing Output
Quantifies and removes technical noise from high-throughput sequencing data. Two approaches are use ...
Download / Learn more Package Citations See dependency  
quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
dhReg  
Dynamic Harmonic Regression
Building and forecasting time series data with multiple seasonality using Dynamic Harmonic Regressio ...
Download / Learn more Package Citations See dependency  
kernelPSI  
Post-Selection Inference for Nonlinear Variable Selection
Different post-selection inference strategies for kernelselection as described in kernelPSI a Post-S ...
Download / Learn more Package Citations See dependency  
dcov  
A Fast Implementation of Distance Covariance
Efficient methods for computing distance covariance and relevant statistics. See Sz ...
Download / Learn more Package Citations See dependency  

28,083

R Packages

239,283

Dependencies

74,457

Author Associations

28,084

Publication Badges

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