v1.3.0

What's Changed

• have return all also return pvalue by @ConnorStoneAstro in #7

Thanks @fangyizhu for the suggestion! See #6

Full Changelog: v1.2.0...v1.3.0

v1.2.0

What's Changed

• add KS-test comparison to README by @ConnorStoneAstro in #5
• Update p-value floor to better represent finite monte carlo p-value estimate now use (1+q)/(1+n_permute) instead of max(1,q)/n_permute
• Provide two-tail p-value option for main pted to check for overfitting

Full Changelog: v1.1.1...v1.2.0

v1.1.1

What's Changed

• check over under confident by @ConnorStoneAstro in #4

Now gives warning if coverage detects over or under confidence. Can be used to inform updates to models or sampling procedure.

Full Changelog: v1.1.0...v1.1.1

v1.1.0

What's Changed

• change coverage test to two tail p-value by @ConnorStoneAstro in #3

Breaking change

The pted_coverage_test now uses a density based two tail p-value test at the end to return a p-value. This way the test will now also return a low p-value if the posterior is underconfident rather than returning a value very close to 1. This is more in line with expectations when running the test, one would like to know specifically if the ground truth plausibly came from the posterior distribution. It is a separate question to ask if the posterior is being conservative, which could be added in the future if there is interest in such a function.

Full Changelog: v1.0.1...v1.1.0

v1.0.1

What's Changed

• docs: add type hints to more functions by @ConnorStoneAstro in #2
• Registered on Zenodo!

Full Changelog: v1.0.0...v1.0.1

v1.0.0

What's Changed

• perf: better scaling for large samples by @ConnorStoneAstro in #1
• more detailed docs

New Contributors

• @ConnorStoneAstro made their first contribution in #1

Full Changelog: v0.1.0...v1.0.0

v0.1.0

• More checks to ensure good inputs.
• better docstrings
• default permutations now 1000

Full Changelog: v0.0.1...v0.1.0

v0.0.1

Initial release of PTED!