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Use StatsAPI.pvalue + StatsAPI.HypothesisTest#297

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ararslan merged 4 commits into
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May 31, 2023
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Use StatsAPI.pvalue + StatsAPI.HypothesisTest#297
ararslan merged 4 commits into
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Fixes #290.

The PR requires JuliaStats/Distributions.jl#1719. Keeping these definitions in HypothesisTests would be type piracy when pvalue is not owned by HypothesisTests anymore. Alternatively, the definitions for UnivariateDistributions could be moved to an internal _pvalue function but IMO they seem more generally useful, so I moved them to Distributions.

Comment thread Project.toml
Comment thread src/power_divergence.jl Outdated
Comment thread test/bartlett.jl Outdated
Co-authored-by: Alex Arslan <ararslan@comcast.net>
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codecov-commenter commented May 9, 2023

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Codecov Report

Patch coverage: 98.52% and project coverage change: -0.04 ⚠️

Comparison is base (a1713cf) 93.78% compared to head (b20efcd) 93.75%.

Additional details and impacted files
@@            Coverage Diff             @@
##           master     #297      +/-   ##
==========================================
- Coverage   93.78%   93.75%   -0.04%     
==========================================
  Files          28       28              
  Lines        1739     1729      -10     
==========================================
- Hits         1631     1621      -10     
  Misses        108      108              
Impacted Files Coverage Δ
src/white.jl 97.43% <50.00%> (ø)
src/HypothesisTests.jl 78.57% <100.00%> (-4.77%) ⬇️
src/anderson_darling.jl 88.43% <100.00%> (ø)
src/augmented_dickey_fuller.jl 93.15% <100.00%> (ø)
src/bartlett.jl 100.00% <100.00%> (ø)
src/binomial.jl 92.22% <100.00%> (+0.55%) ⬆️
src/box_test.jl 93.75% <100.00%> (ø)
src/breusch_godfrey.jl 100.00% <100.00%> (ø)
src/circular.jl 77.77% <100.00%> (ø)
src/correlation.jl 100.00% <100.00%> (ø)
... and 15 more

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📢 Do you have feedback about the report comment? Let us know in this issue.

@devmotion

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Tests pass with the latest release of Distributions.

Comment thread src/bartlett.jl
Comment thread src/HypothesisTests.jl
module HypothesisTests

using Statistics, Random, LinearAlgebra
using Distributions, Roots, StatsBase

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Why change this?

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Initially it seemed as if we could get rid of the StatsBase dependency completely. It turned out that this is not the case but the five functions loaded below are needed + StatsBase.PValue for printing. Nevertheless, as with the imports of Combinatorics and Rmath in the lines below, explicitly importing these five functions seemed a bit clearer.

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I don't personally find listing out every symbol to be particularly clarifying or useful but I know not everyone shares that opinion. :) In this case I'd prefer not to change the StatsBase bit as part of this PR as it seems like an unrelated change but I don't feel too strongly.

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I don't have a completely strong opinion on this matter either. I wasn't 100% sure what changes you had in mind exactly, but I reverted this line and some related changes below. Is it better now?

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It looks ✨ a m a z i n g ✨, apologies for the pedantry and for the delay, this got lost amidst a bunch of other notifications

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Bump 🙂

Comment thread Project.toml
@ararslan ararslan merged commit 932eaac into master May 31, 2023
@ararslan ararslan deleted the dw/statsapi branch May 31, 2023 20:51
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Please extend pvalue from StatsAPI.jl

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