Exact Inference for Contingency Tables with Ordered Categories

作者: Alan Agresti , Cyrus R. Mehta , Nitin R. Patel

DOI: 10.1080/01621459.1990.10476220

关键词:

摘要: Abstract This article proposes an efficient numerical algorithm for small-sample exact inferences in contingency tables having ordinal classifications. The inferences, which apply conditional on the observed marginal totals, also provide analysis log-linear model of linear-by-linear association cell probabilities. An test independence has a one-sided P value equal to null probability that model-based maximum likelihood estimates odds ratios are at least as large estimates. nonnull distribution yields confidence intervals structure. computations utilize extension network proposed by Mehta and Patel (1983).

参考文章(18)
Peter McCullagh, Regression Models for Ordinal Data Journal of the Royal Statistical Society: Series B (Methodological). ,vol. 42, pp. 109- 127 ,(1980) , 10.1111/J.2517-6161.1980.TB01109.X
Jerome Cornfield, A Statistical Problem Arising from Retrospective Studies Proceedings of the Third Berkeley Symposium on Mathematical Statistics and Probability, Volume 4: Contributions to Biology and Problems of Health. pp. 135- 148 ,(1956)
Cyrus R. Mehta, Nitin R. Patel, Pralay Senchaudhuri, Importance Sampling for Estimating Exact Probabilities in Permutational Inference Journal of the American Statistical Association. ,vol. 83, pp. 999- 1005 ,(1988) , 10.1080/01621459.1988.10478691
Alan Agresti, Ming-Chung Yang, An empirical investigation of some effects of sparseness in contingency tables Computational Statistics & Data Analysis. ,vol. 5, pp. 9- 21 ,(1987) , 10.1016/0167-9473(87)90003-X
Alan Agresti, Dennis Wackerly, SOME EXACT CONDITIONAL TESTS OF INDEPENDENCE FOR, R × C CROSS-CLASSIFICATION TABLES Psychometrika. ,vol. 42, pp. 111- 125 ,(1977) , 10.1007/BF02293748
Cyrus R. Mehta, Nitin R. Patel, A Network Algorithm for Performing Fisher's Exact Test in r × c Contingency Tables Journal of the American Statistical Association. ,vol. 78, pp. 427- 434 ,(1983) , 10.1080/01621459.1983.10477989
David E. Hapeman, Categorical Data Analysis Technometrics. ,vol. 33, pp. 241- 241 ,(1991) , 10.1080/00401706.1991.10484817
Nathan Mantel, Chi-Square Tests with One Degree of Freedom; Extensions of the Mantel-Haenszel Procedure Journal of the American Statistical Association. ,vol. 58, pp. 690- 700 ,(1963) , 10.1080/01621459.1963.10500879
Alan Agresti, Dennis Wackerly, James M. Boyett, Exact conditional tests for cross-classifications: Approximation of attained significance levels Psychometrika. ,vol. 44, pp. 75- 83 ,(1979) , 10.1007/BF02293786
Zvi Gilula, Abba M. Krieger, Yaakov Ritov, Ordinal Association in Contingency Tables: Some Interpretive Aspects Journal of the American Statistical Association. ,vol. 83, pp. 540- 545 ,(1988) , 10.1080/01621459.1988.10478630