{"about":{"site":"https://codewithpapers.app","non_affiliation":"Code with Papers and Syntology are not affiliated with, endorsed by, or sponsored by Papers with Code, Meta, or the pwc-archive mirror.","licence":"CC BY-SA 4.0","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","attribution":"https://codewithpapers.app/attribution","modified":"archive material modified by Syntology; see the attribution page"},"url":"/paper/rebuttal-of-the-letter-to-the-editor-of","title":"Rebuttal of the 'Letter to the Editor' of Annals of Applied Statistics on Lambert W x F Distributions and the IGMM Algorithm","arxiv_id":"1602.02200","date":"2016-02-06","proceeding":null,"authors":["Georg M. Goerg"],"abstract":"I discuss comments and claims made in Stehlik and Hermann (2015) about skewed Lambert W x F random variables and the IGMM algorithm. I clarify misunderstandings about the definition and use of Lambert W x F distributions and show that most of their empirical results cannot be reproduced. I also introduce a variant of location-scale Lambert W x F distributions that are well-defined for random variables X ~ F with non-finite mean and variance.","url_abs":"https://arxiv.org/abs/1602.02200v1","url_pdf":"https://arxiv.org/pdf/1602.02200v1.pdf","source":{"archive":"pwc-archive (Hugging Face), CC BY-SA 4.0","snapshot":"2025-07-28","licence_url":"https://creativecommons.org/licenses/by-sa/4.0/legalcode","row_kind":"links_only","authors_date_abstract":"arXiv metadata, CC0 1.0 (https://info.arxiv.org/help/license), from the Kaggle arXiv metadata snapshot of 2026-09-12"},"code_links":[{"paper_slug":"rebuttal-of-the-letter-to-the-editor-of","repo_url":"https://github.com/conda-forge/r-lambertw-feedstock","is_official":0,"mentioned_in_paper":0,"mentioned_in_github":1,"framework":"none","reach":null}],"tasks":[],"methods":[],"datasets_introduced":[],"methods_introduced":[],"results":[],"syntology":{"syntology_url":null,"atlas_url":null,"mcp":null,"developers":"https://syntology.ai/developers"},"arxiv_metadata":null,"syntology_extracted_results":null}