v0.11.1

Bugfix release

What's Changed

• Ruff 0.1.4 upgrade and config finetuning by @jorenham in #68
• Prevent IntegerOverflow on windows: prefer np.int64 over np.int_ by @jorenham in #69
• Consistent tie-breaking in concomitants with lexical ordering by @jorenham in #72
• Fix incorrect trimming of extreme values, including inf by @jorenham in #73
• Add missing @overloads for L-moment aliases by @jorenham in #75
• Added type annotations for passing (symmetric) trim as scalar by @jorenham in #77

Full Changelog: v0.11.0...v0.11.1

v0.11.0

What's Changed

• Bump matplotlib from 3.7.2 to 3.8.0 by @dependabot in #32
• Bump typing-extensions from 4.7.1 to 4.8.0 by @dependabot in #33
• Bump pyright from 1.1.326 to 1.1.327 by @dependabot in #34
• Bump ruff from 0.0.288 to 0.0.290 by @dependabot in #36
• Bump hypothesis from 6.84.3 to 6.86.2 by @dependabot in #37
• Fixed typos by @jorenham in #46
• Fixed the L-coratio definitions in the documentation by @jorenham in #47
• Generalized Method of L-Moments (L-GMM) by @jorenham in #53
• Additional Ruff rules by @jorenham in #54
• Added the lmo.contrib namespace by @jorenham in #55
• Prepare for Numpy 2.0 python API removals by @jorenham in #56
• Optional Pandas integration by @jorenham in #57
• Changed default sorting method from 'stable' to None, i.e. 'quicksort' (which actually is introsort) by @jorenham in #59

Full Changelog: v0.10.1...v0.11.0

v0.10.2

What's Changed

• Bump matplotlib from 3.7.2 to 3.8.0 by @dependabot in #32
• Bump typing-extensions from 4.7.1 to 4.8.0 by @dependabot in #33
• Bump pyright from 1.1.326 to 1.1.327 by @dependabot in #34
• Bump ruff from 0.0.288 to 0.0.290 by @dependabot in #36
• Bump hypothesis from 6.84.3 to 6.86.2 by @dependabot in #37
• fixed typos by @jorenham in #46
• Fixed the L-coratio definitions in the documentation by @jorenham in #47

Full Changelog: v0.10.1...v0.10.2

v0.10.1

What's Changed

• Theoretical L-comoments by @jorenham in #30
• Bump actions/checkout from 3 to 4 by @dependabot in #31

New Contributors

• @dependabot made their first contribution in #31

Full Changelog: v0.10.0...v0.10.1

v0.10.0

What's Changed

• Added more linting, fixed many code style issues and a few typos by @wolph in #13
• L-moment covariance matrix from CDF by @jorenham in #14
• L-stats covariance matrix from CDF by @jorenham in #15
• Calculate theoretical L-* from scipy.stats.rv_continuous distributions by @jorenham in #16
• Python 3.12 support by @jorenham in #17
• Tighter bounds on the (absolute) L-moment and L-ratio by @jorenham in #18
• Improved L-stats API by @jorenham in #19
• Goodness-of-fit testing of any distribution, using L-moments or L-stats by @jorenham in #20
• Standardized optional scipy.integrate.quad options in lmo.theoretical by @jorenham in #21
• Theoretical influence functions & robustness measures by @jorenham in #22
• lmo.theoretical: Discrete distributions, numerical accuracy improvements, and cleaner code by @jorenham in #25
• Add theoretical L-* methods to all scipy.stats univariate distributions by @jorenham in #26
• Method of L-moments (LMM) by @jorenham in #27
• Empirical influence functions by @jorenham in #28
• Allow passing trim=t as alias for trim=(t, t) by @jorenham in #29

New Contributors

• @wolph made their first contribution in #13

Full Changelog: v0.9.0...v0.10.0

v0.9.0

What's Changed

• Non-parameteric continuous distribution from L-moments by @jorenham in #12, see lmo.l_rv.

Full Changelog: v0.8.0...v0.9.0

v0.8.0

• A novel generalization of trimmed L-moments and L-comoments: Fractional trimming 🎉 . Trim lengths can now be any positive float. (#11)
• New convenience methods: lmo.l_stats, lmo.l_costats, and lmo.theoretical.l_(ratio|stats)_from_(cdf|ppf)
• New low-level lmo.ostats module, for internally used (fractional) order-statistics calculations.
• Improved function typing with typing.overload .
• Improved parameter typing by annotating **kwargs with TypedDict.
• Many documentation improvements.
• Reduced test flakyness, removed redundant tests, and added some new ones.
• Made the internal low-level _pwm module public, by renaming it to pwm_beta.
• BREAKING: most dtype and axis kwargs are now keyword-only arguments.

Full Changelog: v0.7.0...v0.8.0

v0.7.0

• Improved README.md [#1, #2]
• Theoretical L-moments from univariate continuous distributions, using either a CDF of PPF [#6]
• Improved numerical stability of sample L-(co)moments with several orders of magnitude
• General documentation improvements
• Improved code style, by enforcing a stricter ruff ruleset
• [BREAKING] Bumped minimum numpy version to 1.22
• [BREAKING] Bumped minimum scipy version to 1.9

Full Changelog: v0.6.1...v0.7.0

v0.6.1

Bugfix release: fix cache=True if r is larger than what's cached

Full Changelog: v0.6.0...v0.6.1

v0.6.0

• Optional cache=True kwarg to speed up consecutive L-moment calculations

Full Changelog: v0.5.3...v0.6.0