Robust statistical methods in R using the WRS2 package

@article{Mair2019RobustSM,
  title={Robust statistical methods in R using the WRS2 package},
  author={P. Mair and R. Wilcox},
  journal={Behavior Research Methods},
  year={2019},
  volume={52},
  pages={464-488}
}
  • P. Mair, R. Wilcox
  • Published 2019
  • Computer Science, Medicine
  • Behavior Research Methods
  • This paper introduces the R package WRS2 that implements various robust statistical methods. It elaborates on the basics of robust statistics by introducing robust location, dispersion, and correlation measures. The location and dispersion measures are then used in robust variants of independent and dependent samples t tests and ANOVA, including between-within subject designs and quantile ANOVA. Further, robust ANCOVA as well as robust mediation models are introduced. The paper targets applied… CONTINUE READING
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