Citation and code credit

Cite the software

Use the repository's CITATION.cff and record version 0.1.0 and the exact source revision used.

Mohammad Arashi and Bahadır Yüzbaşı. Shape-adaptive robust regression. Python software, version 0.1.0.

The associated manuscript is From Residual-Moment Penalties to Shape-Adaptive Robust Estimation under Skewness and Heavy Tails. Cite its verified publication record when available; no journal, DOI or acceptance claim is invented here.

Preserve implementation credit

The Data Science Laboratory (DSLab) at Ferdowsi University of Mashhad (FUM) contributed to writing the initial Python implementation under Mohammad Arashi's supervision. Bahadır Yüzbaşı subsequently developed and validated the code used for the reported analyses.

See the code provenance statement. The estimator implementation is the unchanged validated v4 study module.

License and feedback

The source is GPL-3.0-or-later; see the license. Cite original data providers separately. Report a documentation issue through GitHub with a small synthetic example and environment details, not private datasets.