Distribution-Free Goodness-of-Fit Testing for Regression

Implements the distribution-free goodness-of-fit regression testing procedure, introduced by Estate Khmaladze (2021, ) to test whether or not the mean structure of a parametric model belongs to a specified model family. The test is implemented for general mean functions with minimal distributional assumptions as well as common models (e.g., lm, glm) with the usual model assumptions.


Reference manual

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install.packages("distfreereg")

1.2 by Jesse Miller, 5 months ago


Browse source code at https://github.com/cran/distfreereg


Authors: Jesse Miller [aut, cre] (ORCID:


Documentation:   PDF Manual  


GPL-3 license


Imports calculus, clue, lme4, methods

Suggests knitr, rmarkdown


See at CRAN