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r-tidyposterior

Bayesian analysis to compare models using resampling statistics

This package can be used to conduct post hoc analyses of resampling results generated by models. For example, if two models are evaluated with the root mean squared error (RMSE) using 10-fold cross-validation, there are 10 paired statistics. These can be used to make comparisons between models without involving a test set.

Installation

Install the latest version of r-tidyposterior as follows:

guix install r-tidyposterior

Or install a particular version:

guix install r-tidyposterior@1.0.1

You can also install packages in augmented, pure or containerized environments for development or simply to try them out without polluting your user profile. See the guix shell documentation for more information.