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Unconditional inferences on the difference of two proportions in cross-sectional studies
Authors:Martín Andrés A  Tapia García J M  Del Moral Avila M J
Affiliation:Bioestadística, Facultad de Medicina, 18071 Granada, Spain. amartina@ugr.es
Abstract:In order to analyse a 2 x 2 table it is usual to perform inferences (hypothesis test or interval of confidence) on the difference d = p2 - p1 between two independent proportions. To this end it has been customary to adopt the Fisher conditional method, but nowadays the unconditional method of Barnard is increasingly adopted. However, all the present unconditional inferences are based on a double-binomial model. This article performs these inferences - exact and asymptotic - under a multinomial model, which is the appropriate one when the data proceed from a cross-sectional survey. At http://www.ugr.es/-bioest/SG_ASO.EXE there is a program for performing the said unconditional tests that may be copied.
Keywords:Difference of two proportions  Exact and asymptotic confidence intervals  Exact and asymptotic tests  Unconditional tests  2 × 2 tables
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