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The Yates, Conover, and Mantel statistics in 2×2 tables revisited (and extended)
dc.contributor.author | Martín Andrés, Antonio | |
dc.contributor.author | Álvarez Hernández, María | |
dc.contributor.author | Gayá Moreno, Francisco | |
dc.date.accessioned | 2024-04-03T11:59:11Z | |
dc.date.available | 2024-04-03T11:59:11Z | |
dc.date.issued | 2024-04-03 | |
dc.identifier.uri | https://hdl.handle.net/10481/90369 | |
dc.description.abstract | Asymptotic inferences about the difference, ratio or odds-ratio of two independent proportions are very common in diverse fields. This article defines for each parameter eight conditional inference methods. These methods depend on: (1) using a chi-squared type statistic or a z type one; (2) using the classic Yates continuity correction or the less well-known Conover one; and (3) whether the p-value of the test is determined by doubling the one-tailed p-value or by the Mantel method (asymmetrical approach). In all cases, the conclusions are: (i) the methods based on the chi-squared statistic should not be used, as they are too liberal; (ii) for those in favor of using the criterion of doubling the p-value, the best method is using the z statistic with Conover continuity correction; and (iii) for those in favor of the asymmetrical approach, the best method is based on the z statistic with Conover continuity correction and the Mantel p-value. | es_ES |
dc.description.sponsorship | Nº Proyecto: PID2021-126095NB-I00. | es_ES |
dc.language.iso | eng | es_ES |
dc.rights | Attribution-NoDerivatives 4.0 Internacional | * |
dc.rights.uri | http://creativecommons.org/licenses/by-nd/4.0/ | * |
dc.title | The Yates, Conover, and Mantel statistics in 2×2 tables revisited (and extended) | es_ES |
dc.type | info:eu-repo/semantics/article | es_ES |
dc.rights.accessRights | info:eu-repo/semantics/openAccess | es_ES |
dc.identifier.doi | 10.1111/stan.12320 | |
dc.type.hasVersion | info:eu-repo/semantics/publishedVersion | es_ES |