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PreprintCC BY 4.0arXiv

Simplicity Above Elegance: Another Look at the Asymptotically Correct Standardization of Snijders

Abstract

Person-fit statistics are widely used to detect aberrant response patterns in educational and psychological measurement. Snijders (2001) suggested an asymptotically correct standardization for a broad class of such statistics. This paper presents an alternative derivation of this standardization. The derivation yields several advantages including a simpler formula and simpler description of several person-fit statistics including the lz* statistic (van Krimpen-Stoop & Meijer, 1999) and a theoretical explanation of simulation findings reported by Snijders (2001) and van Krimpen-Stoop and Meijer (1999), among others.

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BibTeX
@misc{sinharay2026simplicity,
  title = {{Simplicity Above Elegance: Another Look at the Asymptotically Correct Standardization of Snijders}},
  author = {Sandip Sinharay},
  howpublished = {arXiv},
  year = {2026},
  month = oct,
  doi = {10.48550/arxiv.2605.00216},
  eprint = {2605.00216},
  archivePrefix = {arXiv},
  url = {https://arxiv.org/abs/2605.00216},
  note = {CC BY 4.0},
}
RIS
TY  - UNPB
TI  - Simplicity Above Elegance: Another Look at the Asymptotically Correct Standardization of Snijders
AU  - Sandip Sinharay
PY  - 2026
DA  - 2026/10/14
PB  - arXiv
DO  - 10.48550/arxiv.2605.00216
UR  - https://arxiv.org/abs/2605.00216
AB  - Person-fit statistics are widely used to detect aberrant response patterns in educational and psychological measurement. Snijders (2001) suggested an asymptotically correct standardization for a broad class of such statistics. This paper presents an alternative derivation of this standardization. The derivation yields several advantages including a simpler formula and simpler description of several person-fit statistics including the lz* statistic (van Krimpen-Stoop & Meijer, 1999) and a theoretical explanation of simulation findings reported by Snijders (2001) and van Krimpen-Stoop and Meijer (1999), among others.
ER  -