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dsos 0.1.2

New features

• Added functions for Bayesian test (bf_from_os), the corresponding S3 methods (print and plot) and helper functions to convert bayes factors to p-values (as_pvalue and as_bf).

• Added function (bf_compare) to compare Bayesian and frequentist test.

Breaking changes

• Deleted custom scoring functions (score_*) which depended on ranger and isotree. Users can now pass a scoring function as an argument to recreate this behaviour.

Enhancements

• Removed dependency on ranger and isotree packages.

• Updated README with Bayesian example and new links.

• Plotted test results without transforming the y-axis.

dsos 0.1.1

Breaking changes

• Changed naming convention for functions. Used the prefixes pt_*, at_* and score_* to denote permutation test, asymptotic test and scoring functions.

New features

• Exposed functions to test for no adverse shift from outlier scores directly: pt_from_os and at_from_os

Enhancements

• Added S3 method to print the result of (statistical) tests.

• Increased font size for p-value in S3 method to plot result of (statistical) tests.

• Updated README with new examples and links.

• Removed dependency on WeightedROC package.

• Made dependencies on ranger and isotree optional, required only when using specific scoring functions.

dsos 0.1.0

First Public Release

• Added a NEWS.md file to track changes to the package.
• Initial public release to GitHub and CRAN.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.