obscure_stats

What's Changed

BREAKING

• Updated API of some correlation functions:
  • chatterjeexi -> chatterjee_xi
  • blomqvistbeta - > blomqvist_beta
  • concordance_corrcoef -> concordance_correlation
  • zhangi -> zhang_i
  • symmetric_chatterjeexi -> symmetric_chatterjee_xi

NEW

• Added Fechner correlation;
• Added Staudte kurtosis;
• Added Inter-expectile range;

BUGFIXES

• Now correlations will raise an error if there is not enough unique values or not enough data after preprocess;
• Fixed bug in crow_siddiqui_kurt calculation;
• Version bumps for Github Actions.

Full Changelog: https://github.com/glevv/obscure_stats/compare/0.2.6...0.3.0

What's Changed

• Added Tau measure of location and Quantile correlation coefficient
• Bump github/codeql-action from 3.25.4 to 3.25.5 by @dependabot in https://github.com/glevv/obscure_stats/pull/85
• Bump codecov/codecov-action from 4.3.1 to 4.4.0 by @dependabot in https://github.com/glevv/obscure_stats/pull/86
• Bump actions/checkout from 4.1.5 to 4.1.6 by @dependabot in https://github.com/glevv/obscure_stats/pull/87
• Bump github/codeql-action from 3.25.5 to 3.25.6 by @dependabot in https://github.com/glevv/obscure_stats/pull/88
• Bump codecov/codecov-action from 4.4.0 to 4.4.1 by @dependabot in https://github.com/glevv/obscure_stats/pull/89
• Bump step-security/harden-runner from 2.7.1 to 2.8.0 by @dependabot in https://github.com/glevv/obscure_stats/pull/90
• Bump github/codeql-action from 3.25.6 to 3.25.7 by @dependabot in https://github.com/glevv/obscure_stats/pull/91
• Bump github/codeql-action from 3.25.7 to 3.25.8 by @dependabot in https://github.com/glevv/obscure_stats/pull/92
• Add fuzz testing by @glevv in https://github.com/glevv/obscure_stats/pull/94
• Bump step-security/harden-runner from 2.8.0 to 2.8.1 by @dependabot in https://github.com/glevv/obscure_stats/pull/93
• Bump github/codeql-action from 3.25.8 to 3.25.9 by @dependabot in https://github.com/glevv/obscure_stats/pull/95
• Bump actions/checkout from 4.1.6 to 4.1.7 by @dependabot in https://github.com/glevv/obscure_stats/pull/98
• Bump github/codeql-action from 3.25.9 to 3.25.10 by @dependabot in https://github.com/glevv/obscure_stats/pull/97
• Bump codecov/codecov-action from 4.4.1 to 4.5.0 by @dependabot in https://github.com/glevv/obscure_stats/pull/96

Full Changelog: https://github.com/glevv/obscure_stats/compare/0.2.5...0.2.6

Hotfix realse

What's Changed

• Bump github/codeql-action from 3.24.7 to 3.24.8 by @dependabot in https://github.com/glevv/obscure_stats/pull/57
• Bump actions/cache from 4.0.1 to 4.0.2 by @dependabot in https://github.com/glevv/obscure_stats/pull/58
• Bump actions/dependency-review-action from 4.1.3 to 4.2.3 by @dependabot in https://github.com/glevv/obscure_stats/pull/59
• Bump github/codeql-action from 3.24.8 to 3.24.9 by @dependabot in https://github.com/glevv/obscure_stats/pull/60
• Bump actions/dependency-review-action from 4.2.3 to 4.2.4 by @dependabot in https://github.com/glevv/obscure_stats/pull/61
• Bump actions/dependency-review-action from 4.2.4 to 4.2.5 by @dependabot in https://github.com/glevv/obscure_stats/pull/63
• Bump codecov/codecov-action from 4.1.0 to 4.1.1 by @dependabot in https://github.com/glevv/obscure_stats/pull/62
• Bump actions/setup-python from 5.0.0 to 5.1.0 by @dependabot in https://github.com/glevv/obscure_stats/pull/64
• Bump codecov/codecov-action from 4.1.1 to 4.2.0 by @dependabot in https://github.com/glevv/obscure_stats/pull/65
• Bump github/codeql-action from 3.24.9 to 3.24.10 by @dependabot in https://github.com/glevv/obscure_stats/pull/66
• Bump codecov/codecov-action from 4.2.0 to 4.3.0 by @dependabot in https://github.com/glevv/obscure_stats/pull/67
• Bump github/codeql-action from 3.24.10 to 3.25.0 by @dependabot in https://github.com/glevv/obscure_stats/pull/68
• Bump github/codeql-action from 3.25.0 to 3.25.1 by @dependabot in https://github.com/glevv/obscure_stats/pull/69
• Bump actions/upload-artifact from 4.3.1 to 4.3.2 by @dependabot in https://github.com/glevv/obscure_stats/pull/70
• Bump actions/checkout from 4.1.2 to 4.1.3 by @dependabot in https://github.com/glevv/obscure_stats/pull/71
• Bump actions/upload-artifact from 4.3.2 to 4.3.3 by @dependabot in https://github.com/glevv/obscure_stats/pull/72
• Bump github/codeql-action from 3.25.1 to 3.25.2 by @dependabot in https://github.com/glevv/obscure_stats/pull/73
• Bump actions/checkout from 4.1.3 to 4.1.4 by @dependabot in https://github.com/glevv/obscure_stats/pull/74
• Bump actions/dependency-review-action from 4.2.5 to 4.3.0 by @dependabot in https://github.com/glevv/obscure_stats/pull/75
• Bump github/codeql-action from 3.25.2 to 3.25.3 by @dependabot in https://github.com/glevv/obscure_stats/pull/76
• Bump step-security/harden-runner from 2.7.0 to 2.7.1 by @dependabot in https://github.com/glevv/obscure_stats/pull/77
• Bump codecov/codecov-action from 4.3.0 to 4.3.1 by @dependabot in https://github.com/glevv/obscure_stats/pull/78
• Bump actions/checkout from 4.1.4 to 4.1.5 by @dependabot in https://github.com/glevv/obscure_stats/pull/79
• Change Counter to np.unique in variability statistics by @glevv in https://github.com/glevv/obscure_stats/pull/80
• [StepSecurity] ci: Harden GitHub Actions by @step-security-bot in https://github.com/glevv/obscure_stats/pull/81
• Bump github/codeql-action from 3.25.3 to 3.25.4 by @dependabot in https://github.com/glevv/obscure_stats/pull/82
• Bump ossf/scorecard-action from 2.3.1 to 2.3.3 by @dependabot in https://github.com/glevv/obscure_stats/pull/83

Full Changelog: https://github.com/glevv/obscure_stats/compare/0.2.3...0.2.4

What's Changed

• Bump step-security/harden-runner from 2.6.1 to 2.7.0 by @dependabot in https://github.com/glevv/obscure_stats/pull/36
• Bump codecov/codecov-action from 3.1.5 to 4.0.1 by @dependabot in https://github.com/glevv/obscure_stats/pull/38
• Bump actions/upload-artifact from 4.3.0 to 4.3.1 by @dependabot in https://github.com/glevv/obscure_stats/pull/40
• Bump github/codeql-action from 3.23.2 to 3.24.0 by @dependabot in https://github.com/glevv/obscure_stats/pull/39
• Gaussian Rank Correlation by @glevv in https://github.com/glevv/obscure_stats/pull/44
• Bump github/codeql-action from 3.24.0 to 3.24.3 by @dependabot in https://github.com/glevv/obscure_stats/pull/43
• Bump actions/dependency-review-action from 4.0.0 to 4.1.2 by @dependabot in https://github.com/glevv/obscure_stats/pull/45
• Bump actions/dependency-review-action from 4.1.2 to 4.1.3 by @dependabot in https://github.com/glevv/obscure_stats/pull/46
• Bump github/codeql-action from 3.24.3 to 3.24.4 by @dependabot in https://github.com/glevv/obscure_stats/pull/47
• Bump codecov/codecov-action from 4.0.1 to 4.0.2 by @dependabot in https://github.com/glevv/obscure_stats/pull/49
• Bump github/codeql-action from 3.24.4 to 3.24.5 by @dependabot in https://github.com/glevv/obscure_stats/pull/48
• Bump codecov/codecov-action from 4.0.2 to 4.1.0 by @dependabot in https://github.com/glevv/obscure_stats/pull/50
• Bump actions/cache from 4.0.0 to 4.0.1 by @dependabot in https://github.com/glevv/obscure_stats/pull/51
• Bump github/codeql-action from 3.24.5 to 3.24.6 by @dependabot in https://github.com/glevv/obscure_stats/pull/52
• Bump actions/checkout from 4.1.1 to 4.1.2 by @dependabot in https://github.com/glevv/obscure_stats/pull/53
• Bump github/codeql-action from 3.24.6 to 3.24.7 by @dependabot in https://github.com/glevv/obscure_stats/pull/54
• Documentation update by @glevv in https://github.com/glevv/obscure_stats/pull/56

What's Changed

• Added Gini Mean Difference

What's Changed

• Added Cole Index;
• Added Fisher Index
• Added Wainer and Thissen S*;
• Added Tukey Coscale;
• Code optimizations;
• Small bug fixes;
• A lot of security updates.

• Added Renyi entropy;
• Added McIntosh's D;
• Documentation and Contribution guide actualization;
• Code optimizations and bug fixes.

• New associations measures:
  • Rank Minrelation Coefficient;
  • Winsorized Correlation Coefficient;
  • Blomqvist Beta;
• New skewness measure:
  • Cumulative skewness;
• Documentation improvements;
• Tests clean up and clarifications.

• Added L-Skewness;
• Added L-Kurtosis;
• Added Range Coefficient;
• Changed L-CV calculation logic;
• Refactor Chatterjee Xi Correlation and Symmetric Chatterjee Xi Correlation;
• Docs improvements.

What's Changed

• Shamos Estimator by @glevv in https://github.com/glevv/obscure_stats/pull/5

Full Changelog: https://github.com/glevv/obscure_stats/compare/0.1.5-alpha...0.1.6-alpha

• Hotfixes

What's Changed

• Added examples to README
• Small tests refactoring
• Enriched docstrings
• Bugfixes

Fixed bug in Standard Trimmed Harrel-Davies quantile estimator

Support for older versions of Python was added