Dependence aware tests for `ppc_loo_pit_ecdf`#428

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florence-bockting wants to merge 124 commits intostan-dev:masterfrom

florence-bockting:dependence-aware-LOO-PIT

Commits on Feb 20, 2026

add helper functions for correlation-aware uniformity test
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incorporate in ppc_loo_pit_ecdf correlation-aware uniformity test
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add tests for updated ppc_loo_pit_ecdf function
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Commits on Feb 21, 2026

formatting and efficiency improvements
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improve description and computation of uniformity tests for pcc_loo_pit_ecdf
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add unit-tests for dependence-aware uniformity tests
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do not remove NA when using sort() in pot_test
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move unittest for uniformity tests from test-ppc-loo.R to test-helpers-ppc.R
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improve descripting and naming of function to compute shapley values
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improve descripting and naming of function to compute shapley values
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add unittest for compute_shapley_values
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improve computation of Cauchy combination test and std. Cauchy values
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make variable namings more descriptive
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add unittests for Cauchy combination test
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improve efficiency of influential_points_idx
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add unittests for influential_points_idx
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update unittests for ppc_loo_pit_ecdf
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Commits on Feb 23, 2026

Commits on Mar 2, 2026

change highlighting color to red
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add knitting output to gitignore
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add initial draft for ppc-loo-pit vignette
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add p-value info as text instead of title to plot
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add automatic scaling to y-axis
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add updated snapshots for visual regression tests
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add draft vignette to gitignore
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fix typo in .gitignore
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change geom_abline to geom_segment to adhere to 0-1 intervall
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update snapshots for visual regression test
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update snapshot for ppc-loo-pit-overlay-boundary
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add draft vignette to .gitignore
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add additional arguments required for method='correlated'
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modify ppc_pit_ecdf to support method='correlated'
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add helper functions for uniformity tests
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update parameter description
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add tests for updated ppc_pit_ecdf()
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Commits on Mar 3, 2026

minor theme adjustments and add help_text arg
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add new tests for adjusted themes
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add updated snapshots for visual regression tests
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update snapshots
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add updated documentation
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update snapshots for visual regression test
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fix function call in tests
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update snapshots
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update default colors in description
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Merge branch 'dependence-aware-LOO-PIT' of https://github.com/florence-bockting/bayesplot-private into dependence-aware-LOO-PIT
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update gitignore
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update default color from black to grey60
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Commits on Mar 4, 2026

update gitignore
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update theme for ppc_loo_pit_ecdf
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update snapshots for regression test
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udpate theme for correlated method
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update gitignore
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update ppc_pit_ecdf to match changes in ppc_loo_pit_ecdf
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update unittests for ppc_pit_ecdf
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add new snapshots for visual regression tests
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Merge branch 'dependence-aware-LOO-PIT' into dependence-aware-pit
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update documentation for ppc_pit_ecdf
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add further visual regression tests
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fix duplicate naming in visual regression tests
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update snapshots for visual regression tests
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Merge branch 'dependence-aware-pit' of https://github.com/florence-bockting/bayesplot into dependence-aware-pit
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Merge pull request #5 from florence-bockting/dependence-aware-pit
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Commits on Mar 5, 2026

add pareto_pit function temporarily until available via posterior
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add pareto_pit function temporarily until available via posterior
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update ppc_loo_pit_ecdf to support pareto_pit & minor refactoring to clean up new code structure
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add test for ppc_loo_pit_ecdf with pareto_pit support
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fix typo in x-label
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add test name in helper text
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fix test regarding xlabel (changed from LOO PIT to PIT)
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update snapshots for visual regression test
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fix that pareto_pit default can be changed by the user
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add pareto_pit support for ppc_pit_ecdf
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add test for checking correct PIT computation
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add test for correct PIT comptutation with ppc_pit_ecdf
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update snapshots for visual regression test
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change default pareto_pit from True to False for method='independent'
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add test for using ppc_pit_ecdf with brms::pp_check()
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add args-methods-dots to man-roxygen folder
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update documentation
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remove necessary weights for method='independent' and pareto_pit=True
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adjust test for ppc_pit with pp_check
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change x-axis to LOO PIT
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adjust p-value formatting for ppc_loo_pit_ecdf
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remove weights from arguments for ppc_pit_ecdf
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add helper for formatting p-value
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add unittest for p-value-formatting helper
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update tests for ppc_pit_ecdf
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add snapshots for visual regression tests
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Commits on Mar 6, 2026

fix x-axis label to LOO-PIT
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adjust internal referencing
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update documentation for ppc_pit_ecdf
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minor change in code comment
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update documentation files
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update snapshots for regression test
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update references in documentation
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add brms as testing dependeny
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