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performance 0.10.3

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@strengejacke strengejacke released this 07 Apr 18:30
· 279 commits to main since this release
f044649

New functions

  • item_discrimination(), to calculate the discrimination of a scale's items.

Support for new models

  • model_performance(), check_overdispersion(), check_outliers() and r2()
    now work with objects of class fixest_multi (@etiennebacher, #554).

  • model_performance() can now return the "Weak instruments" statistic and
    p-value for models of class ivreg with metrics = "weak_instruments"
    (@etiennebacher, #560).

  • Support for mclogit models.

Changes to functions

  • test_*() functions now automatically fit a null-model when only one model
    objects was provided for testing multiple models.

  • Warnings in model_performance() for unsupported objects of class
    BFBayesFactor can now be suppressed with verbose = FALSE.

  • check_predictions() no longer fails with issues when re_formula = NULL
    for mixed models, but instead gives a warning and tries to compute posterior
    predictive checks with re_formuka = NA.

  • check_outliers() now also works for meta-analysis models from packages
    metafor and meta.

  • plot() for performance::check_model() no longer produces a normal QQ plot
    for GLMs. Instead, it now shows a half-normal QQ plot of the absolute value
    of the standardized deviance residuals.

Bug fixes

  • Fixed issue in print() method for check_collinearity(), which could mix
    up the correct order of parameters.