Modelling two way contingency tables with recursive logits and odds ratios |
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Authors: | Manuela Cazzaro Roberto Colombi |
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Institution: | (1) Dip. Met. Quant. per le Sc. Ec. Az., Università di Milano Bicocca, Piazza dell’Ateneo Nuovo, 1, 20126 Milan, Italy;(2) Dip. Ing. dell’Informazione e Met. Matematici, Università di Bergamo, Viale Marconi, 5, 24044 Dalmine, Italy |
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Abstract: | In this work a new type of logits and odds ratios, which includes as special cases the continuation and the reverse-continuation
logits and odds ratios, are defined. We prove that these logits and odds ratios define a parameterization of the joint probabilities
of a two way contingency table. The problem of testing equality and inequality constraints on these logits and odds ratios
is examined with particular regard to two new hypotheses of monotone dependence.
Work partially supported by a MIUR2004 grant. Preliminary findings have been presented at SIS (Società Italiana di Statistica)
Annual Meeting, Torino, 2006. |
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Keywords: | Contingency tables Generalized odds ratios Generalized interactions Monotone dependence Constrained statistical inference |
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