| statsr {statsr} | R Documentation |
statsr: A companion package for Statistics with R
Description
R package to support the online open access book "An Introduction to Bayesian Thinking" available at https://statswithr.github.io/book/ and videos for the Coursera "Statistics with R" Specialization. The package includes data sets, functions and Shiny Applications for learning frequentist and Bayesian statistics with R. The two main functions for inference and decision making are 'inference' and 'bayes_inference' which support confidence/credible intervals and hypothesis testing with one sample or two samples from Gaussian and Bernoulli populations. Shiny apps are used to illustrate how prior hyperparameters or changes in the data may influence posterior distributions.
Details
See https://github.com/StatsWithR/statsr for the development version and additional information or for additional background and illustrations of functions the online book https://statswithr.github.io/book/.