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Association and Simpson conversion in 2 × 2 × 2 contingency tables
KTH, School of Engineering Sciences (SCI), Mathematics (Dept.), Mathematics (Div.).ORCID iD: 0000-0001-6339-2230
Ottawa, ON Canada.
2021 (English)In: Algebraic Statistics, ISSN 2693-2997, Vol. 12, no 1, p. 57-74Article in journal (Refereed) Published
Abstract [en]

We study a generalisation of Simpson reversal (also known as Simpson’s paradox or the Yule–Simpson effect) to 2×2×2 contingency tables and characterise the cases for which it can and cannot occur with two combinatorial-geometric lemmas. We also present a conjecture based on some computational experiments on the expected likelihood of such events. 

Place, publisher, year, edition, pages
Mathematical Sciences Publishers , 2021. Vol. 12, no 1, p. 57-74
Keywords [en]
Simpson's paradox, correlation reversal, association, triangulations
National Category
Probability Theory and Statistics
Research subject
Mathematics
Identifiers
URN: urn:nbn:se:kth:diva-313352DOI: 10.2140/astat.2021.12.57OAI: oai:DiVA.org:kth-313352DiVA, id: diva2:1663447
Funder
Swedish Research Council, 2014-4780 and 2018-05218
Note

QC 20220726

Available from: 2022-06-02 Created: 2022-06-02 Last updated: 2022-07-26Bibliographically approved

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Publisher's full texthttps://msp.org/astat/2021/12-1/p04.xhtml

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Linusson, Svante

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