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Theory and Method

An Algorithm for Exact Logistic Regression

Pages 709-711 | Received 01 Aug 1982, Published online: 12 Mar 2012

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Read on this site (12)

Stan Lipovetsky. (2015) Analytical closed-form solution for binary logit regression by categorical predictors. Journal of Applied Statistics 42:1, pages 37-49.
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A. H. Pooi. (2003) Performance of the Likelihood Ratio Test When Fitting Logistic Regression Models with Small Samples. Communications in Statistics - Simulation and Computation 32:2, pages 411-418.
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CyrusR. Mehta, NitinR. Patel & Pralay Senchaudhuri. (2000) Efficient Monte Carlo Methods for Conditional Logistic Regression. Journal of the American Statistical Association 95:449, pages 99-108.
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Thomas P. Ryan. (2000) Some issues in logistic regression. Communications in Statistics - Theory and Methods 29:9-10, pages 2019-2032.
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Karim F. Hirji & Man-Lai Tang. (1998) A comparison of tests for trend. Communications in Statistics - Theory and Methods 27:4, pages 943-963.
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Jenny Baglivo, Marcello Pagano & Cathie Spino. (1996) Permutation Distributions via Generating Functions with Applications to Sensitivity Analysis of Discrete Data. Journal of the American Statistical Association 91:435, pages 1037-1046.
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S.B Bull, W.W Hauck & C.M.T Greenwood. (1994) Two-step jackknife bias reduction for logistic regression mles. Communications in Statistics - Simulation and Computation 23:1, pages 59-88.
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CyrusR. Mehta, Nitin Patel & Pralay Senchaudhuri. (1992) Exact Stratified Linear Rank Tests for Ordered Categorical and Binary Data. Journal of Computational and Graphical Statistics 1:1, pages 21-40.
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SteinE. Vollset, KarimF. Hirji & RobertM. Elashoff. (1991) Fast Computation of Exact Confidence Limits for the Common Odds Ratio in a Series of 2 × 2 Tables. Journal of the American Statistical Association 86:414, pages 404-409.
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KarimF. Hirji, AnastasiosA. Tsiatis & CyrusR. Mehta. (1989) Median Unbiased Estimation for Binary Data. The American Statistician 43:1, pages 7-11.
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KarimF. Hirji, CyrusR. Mehta & NitinR. Patel. (1987) Computing Distributions for Exact Logistic Regression. Journal of the American Statistical Association 82:400, pages 1110-1117.
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Articles from other publishers (16)

Louis‐Paul Rivest & Serigne Abib Gaye. (2022) Using Survey Sampling Algorithms For Exact Inference in Logistic Regression. International Statistical Review 91:1, pages 18-34.
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Chang Xu, Luis Furuya‐Kanamori & Lifeng Lin. (2021) Synthesis of evidence from zero‐events studies: A comparison of one‐stage framework methods. Research Synthesis Methods 13:2, pages 176-189.
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Ulrik Helt Haahr, Jens Einar Jansen, Hanne‐Grethe Lyse Nielsen, Marlene Buch Pedersen, Anne Marie Trauelsen, Lise Bachmann Østergaard & Erik Simonsen. (2020) Multi‐family group and single‐family intervention in first‐episode psychosis: A prospective, quasi‐experimental cohort study . Early Intervention in Psychiatry 15:4, pages 983-992.
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Kenneth J. Berry, Janis E. Johnston & Paul W. MielkeKenneth J. Berry, Janis E. Johnston & Paul W. MielkeJr.Jr.. 2014. A Chronicle of Permutation Statistical Methods. A Chronicle of Permutation Statistical Methods 275 362 .
David W. HosmerJr.Jr., Stanley Lemeshow & Rodney X. Sturdivant. 2013. Applied Logistic Regression. Applied Logistic Regression 459 478 .
Kenneth J. Berry, Janis E. Johnston & Paul W. MielkeJrJr. (2011) Permutation methods. WIREs Computational Statistics 3:6, pages 527-542.
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John F. Monahan. 2011. Numerical Methods of Statistics. Numerical Methods of Statistics 403 438 .
Steven Troxler, Trent Lalonde & Jeffrey R. Wilson. (2011) Exact logistic models for nested binary data. Statistics in Medicine 30:8, pages 866-876.
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Wei Liao, Dante Mantini, Zhiqiang Zhang, Zhengyong Pan, Jurong Ding, Qiyong Gong, Yihong Yang & Huafu Chen. (2009) Evaluating the effective connectivity of resting state networks using conditional Granger causality. Biological Cybernetics 102:1, pages 57-69.
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Chris Corcoran, Cyrus Mehta, Nitin Patel & Pralay Senchaudhuri. (2001) Computational tools for exact conditional logistic regression. Statistics in Medicine 20:17-18, pages 2723-2739.
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Wing LeungMelissa M. HudsonDonald K. StricklandSean PhippsDeo K. SrivastavaRaul C. RibeiroJeffrey E. RubnitzJohn T. SandlundLarry E. KunLaura C. BowmanBassem I. RazzoukPrasad MathewPatricia ShearerWilliam E. EvansChing-Hon Pui. (2000) Late Effects of Treatment in Survivors of Childhood Acute Myeloid Leukemia. Journal of Clinical Oncology 18:18, pages 3273-3279.
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W Leung, M Hudson, Y Zhu, GK Rivera, RC Ribeiro, JT Sandlund, LC Bowman, WE Evans, L Kun & C-H Pui. (2000) Late effects in survivors of infant leukemia. Leukemia 14:7, pages 1185-1190.
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D D Chitwood, D K Griffin, M Comerford, J B Page, E J Trapido, S Lai & C B McCoy. (1995) Risk factors for HIV-1 seroconversion among injection drug users: a case-control study.. American Journal of Public Health 85:11, pages 1538-1542.
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Cyrus R. Mehta & Nitin R. Patel. (2007) Exact logistic regression: Theory and examples. Statistics in Medicine 14:19, pages 2143-2160.
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Mitchell H. Gail. (2006) A bibliography and comments on the use of statistical models in epidemiology in the 1980s. Statistics in Medicine 10:12, pages 1819-1885.
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Richard Simon. (2006) A decade of progress in statistical methodology for clinical trials. Statistics in Medicine 10:12, pages 1789-1817.
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