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bestNormalize 1.0.0

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@petersonR petersonR released this 04 Jan 20:49
v1.0.0
e5d6fbd

New Features

  • Added feature to estimate out-of-sample normality statistics in bestNormalize
    instead of in-sample ones via repeated cross-validation

    • Note: set out_of_sample = FALSE to maintain backward-compatibility with prior versions
      and set allow_orderNorm = FALSE as well so that it isn't automatically selected

  • Improved extrapolation of the ORQ (orderNorm) method

    • Instead of linear extrapolation, it uses binomial (logit-link) model on ranks
    • No more issues with Cauchy transformation

  • Added plotting feature for transformation objects

  • Cleared up some documentation

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