Speaker
John Kloke
(Northern Michigan University)
Description
We discuss updates to Rfit - an R package for computation of rank-based procedures for general linear models (GLMs) including estimation of parameters, inference, and residual analysis. These estimates and the associated inference are robust to outliers in response space and highly efficient relative to traditional least squares methods.
In this talk, we highlight some recent, ongoing, and planned updates to Rfit. Illustration of the package features will include data examples and simulation results.
Additional Material or Paper
https://journal.r-project.org/articles/RJ-2012-014/
If you used AI tools or services to support the preparation of this submission, please state the name and reason for using each of them.
None.
| Keywords: Please list up to 5 keywords to help us find the right session for your contribution. | Robust; Nonparametric; Regression; Inference; Simulation |
|---|---|
| Virtual Option | This submission is for onsite presentation only |
| Video Recording | Video sharing is fine |
| The author(s) agree(s) to take responsibility and be accountable for the contents of the submission and is/are authorized to present it. | Confirm |
Author
John Kloke
(Northern Michigan University)
Co-author
Joseph McKean
(Western Michigan University)