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performance 0.10.1

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@strengejacke strengejacke released this 25 Nov 08:32
· 390 commits to main since this release
239c484

General

  • Minor improvements to the documentation.

Changes to functions

  • icc() and r2_nakagawa() get ci and iterations arguments, to compute
    confidence intervals for the ICC resp. R2, based on bootstrapped sampling.

  • r2() gets ci, to compute (analytical) confidence intervals for the R2.

  • check_predictions() accepts a bw argument (smoothing bandwidth), which is
    passed down to the plot() methods density-estimation. The default for the
    smoothing bandwidth bw has changed from "nrd0" to "nrd", which seems
    to produce better fitting plots for non-gaussian models.

  • The model underlying check_distribution() was now also trained to detect
    cauchy, half-cauchy and inverse-gamma distributions.

  • model_performance() now allows to include the ICC for Bayesian models.

Bug fixes

  • verbose didn't work for r2_bayes() with BFBayesFactor objects.

  • Fixed issues in check_model() for models with convergence issues that lead
    to NA values in residuals.

  • Fixed bug in check_outliers whereby passing multiple elements to the
    threshold list generated an error (#496).

  • test_wald() now warns the user about inappropriate F test and calls
    test_likelihoodratio() for binomial models.