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PreprintCC BY 4.0Zenodo

Silent Failures in Binary Logistic Regression in the Generative AI Era:How High Kurtosis, Bimodality, Dummy Interactions, and High-Cardinality Encoding Corrupt Statistical Inference and Marketing Decision

  • Yasuko Kawahata1
  1. 1Rikkyo University
Open at sourcePDFDOICite

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Cite

BibTeXRIS
BibTeX
@misc{kawahata2026silent,
  title = {{Silent Failures in Binary Logistic Regression in the Generative AI Era:How High Kurtosis, Bimodality, Dummy Interactions, and High-Cardinality Encoding Corrupt Statistical Inference and Marketing Decision}},
  author = {Yasuko Kawahata},
  howpublished = {Zenodo},
  year = {2026},
  month = oct,
  doi = {10.5281/zenodo.23671673},
  url = {https://zenodo.org/records/23671673},
  note = {CC BY 4.0},
}
RIS
TY  - UNPB
TI  - Silent Failures in Binary Logistic Regression in the Generative AI Era:How High Kurtosis, Bimodality, Dummy Interactions, and High-Cardinality Encoding Corrupt Statistical Inference and Marketing Decision
AU  - Yasuko Kawahata
PY  - 2026
DA  - 2026/10/26
PB  - Zenodo
DO  - 10.5281/zenodo.23671673
UR  - https://zenodo.org/records/23671673
ER  -