docs+test: NEWS.md, R-compatibility notes, and R-reference value tests#20
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- NEWS.md summarizing the current state under 0.1.0. - doc/r-compatibility.md documenting the deliberate choices made to match R results that differ from "typical" Python (pop_sd ddof=0, regression-summary mse denominator, prop_test chi-square+Yates+Wilson CI, get_p_value two-sided convention, UTC datetimes, derived early_january_2023_weather, plotly default, correlation na_rm default, etc.). - tests/test_r_reference.py: cross-package checks asserting the Python results equal R's exact values on a fixed dataset (get_regression_table/summaries, get_correlation, pop_sd, t_test). New-argument R validations live with their feature tests (#18/#19). 279 tests, 100% coverage, ruff clean, docs build -W clean. Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_017CTL1QSTg1DmDUpqYuPEog
# Conflicts: # doc/_build/html/.doctrees/api.doctree # doc/_build/html/.doctrees/environment.pickle # doc/_build/html/.doctrees/getting-started.doctree # doc/_build/html/.doctrees/guides/confidence-intervals.doctree # doc/_build/html/.doctrees/guides/hypothesis-testing.doctree # doc/_build/html/.doctrees/guides/plotting.doctree # doc/_build/html/.doctrees/guides/regression.doctree # doc/_build/html/.doctrees/guides/theory-based.doctree # doc/_build/html/.doctrees/index.doctree # doc/_build/html/objects.inv # doc/_build/html/searchindex.js # doc/_build/jupyter_execute/datasets.ipynb # doc/_build/jupyter_execute/getting-started.ipynb # doc/_build/jupyter_execute/guides/confidence-intervals.ipynb # doc/_build/jupyter_execute/guides/hypothesis-testing.ipynb # doc/_build/jupyter_execute/guides/messages.ipynb # doc/_build/jupyter_execute/guides/plotting.ipynb # doc/_build/jupyter_execute/guides/regression.ipynb # doc/_build/jupyter_execute/guides/sampling.ipynb # doc/_build/jupyter_execute/guides/theory-based.ipynb # doc/_build/jupyter_execute/index.ipynb
Co-Authored-By: Claude Opus 4.8 <noreply@anthropic.com> Claude-Session: https://claude.ai/code/session_017CTL1QSTg1DmDUpqYuPEog
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Addresses three cross-cutting requests.
NEWS.md— a single0.1.0section summarizing the current state (inference grammar, theory wrappers, regression/summary helpers, dual-engine plotting, 58 datasets, tooling). Ready to split into 0.1.1/0.2.0 later.doc/r-compatibility.md— documents the deliberate choices made to match R results that differ from "typical" Python:pop_sdddof=0, the regression-summarymsedenominator,prop_test's chi-square + Yates + Wilson-score CI, theget_p_valuetwo-sided convention, one-sidedF/Chisq, UTC datetimes, the derivedearly_january_2023_weather, plotly as the default engine,get_correlation'sna_rmdefault, and more. Added to the docs nav.tests/test_r_reference.py— cross-package validation asserting the Python output equals R's exact values on a fixed dataset (get_regression_table/get_regression_summaries/get_correlation/pop_sd/t_test). Values were generated by the Rmoderndive/inferpackages and baked in (CI has no R). New-argument R validations (correlation methods,prop_testvsprop.test, GOF vs scipy) already live alongside their features in feat: moderndive R argument parity (correlation methods, newdata, …) #18/feat: infer R argument parity (med, prop_test options, weighted sampling, …) #19.279 tests, 100% coverage, ruff clean, docs build warning-free under
-W.Merge note: independent of #18/#19 except it does not touch
CHANGELOG.md, so no conflict there.🤖 Generated with Claude Code