Lmo

Trimmed L-moments and L-comoments for robust statistics.

BSD-3-CLAUSE License

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Lmo - v0.5.3

Published by jorenham over 1 year ago

Fixed broadcasting in lmo.l_ratio

Full Changelog: https://github.com/jorenham/lmo/compare/v0.5.2...v0.5.3

Lmo - v0.5.2

Published by jorenham over 1 year ago

  • lmo.diagnostic.normaltest: robust test for normality (#7)
  • lmo.stats.l_moment_from_ppf: (experimental) calculation of population (theoretical) L-moments from a quantile function (#5 )

Full Changelog: https://github.com/jorenham/lmo/compare/v0.5.1...v0.5.2

Lmo - v0.5.1

Published by jorenham over 1 year ago

Full Changelog: https://github.com/jorenham/lmo/compare/v0.5.0...v0.5.1

Lmo - v0.5.0

Published by jorenham over 1 year ago

  • All calculations are now fully vectorized, and around ~100x faster
  • Frequency weights for the univariate L-moments.
  • Most methods now have usage examples.
  • More and better tests.
  • A bunch of minor bugfixes.
  • BREAKING: Merged the tl_{} into the l_{} methods, for the sake of "DRY".
  • BREAKING: The weights parameter is now called aweights.

Full Changelog: https://github.com/jorenham/lmo/compare/v0.4...v0.5.0

Lmo - v0.4.0

Published by jorenham over 1 year ago

  • Support for custom sample weights
  • Improved documentation
  • A bunch of bugfixes

Full Changelog: https://github.com/jorenham/lmo/compare/v0.3.1...v0.4

Lmo - v0.3.1

Published by jorenham over 1 year ago

Fixes several bugs in lmo.tl_coratio.

Full Changelog: https://github.com/jorenham/lmo/compare/v0.3.0...v0.3.1

Lmo - v0.3.0

Published by jorenham over 1 year ago

  • BREAKING: Combined tl_* method args s and t into trim, which can be a (tuple of a) single int (symmetric trimming), or a tuple of two ints.
  • Improved typing of arrays and dtypes.
  • Removed the python<3.12 restriction.
  • Relaxed the numpy version restriction to >=1.20.

Full Changelog: https://github.com/jorenham/lmo/compare/v0.2.1...v0.3.0