An efficient algorithm for generating two-way contingency tables with fixed marginal totals and arbitrary mean proportions, with applications to permutation tests
In: Computational Statistics & Data Analysis, Jg. 44 (2004), Heft 3, S. 431-449
serialPeriodical
Zugriff:
In this paper, we present an algorithm for generating two-way contingency tables with fixed marginal totals and arbitrary mean proportions. These tables have exactly the multivariate extended hypergeometric (MXH) distribution in special cases where certain local independence conditions hold, and approximately that distribution otherwise. One can simulate MXH tables to approximate the results of permutation tests under null and alternative hypotheses. We also consider appropriate classes of models for the mean proportions of MXH tables. Finally, we illustrate the use of the methods developed in this paper on two medical applications. [Copyright &y& Elsevier]
Titel: |
An efficient algorithm for generating two-way contingency tables with fixed marginal totals and arbitrary mean proportions, with applications to permutation tests
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Autor/in / Beteiligte Person: | Borkowf, Craig B. |
Zeitschrift: | Computational Statistics & Data Analysis, Jg. 44 (2004), Heft 3, S. 431-449 |
Veröffentlichung: | 2004 |
Medientyp: | serialPeriodical |
ISSN: | 0167-9473 (print) |
DOI: | 10.1016/S0167-9473(02)00253-0 |
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