Testing the Ratio of Two Poisson Rates
Abstract
In this paper we compare the properties of four different general approaches for testing the ratio of two Poisson rates. Asymptotically normal tests, tests based on approximate p ‐values, exact conditional tests, and a likelihood ratio test are considered. The properties and power performance of these tests are studied by a Monte Carlo simulation experiment. Sample size calculation formulae are given for each of the test procedures and their validities are studied. Some recommendations favoring the likelihood ratio and certain asymptotic tests are based on these simulation results. Finally, all of the test procedures are illustrated with two real life medical examples. (© 2008 WILEY‐VCH Verlag GmbH & Co. KGaA, Weinheim)
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Number of times cited according to CrossRef: 38
- B. Ayarzagüena, A. J. Charlton‐Perez, A. H. Butler, P. Hitchcock, I. R. Simpson, L. M. Polvani, N. Butchart, E. P. Gerber, L. Gray, B. Hassler, P. Lin, F. Lott, E. Manzini, R. Mizuta, C. Orbe, S. Osprey, D. Saint‐Martin, M. Sigmond, M. Taguchi, E. M. Volodin, S. Watanabe, Uncertainty in the Response of Sudden Stratospheric Warmings and Stratosphere‐Troposphere Coupling to Quadrupled CO2 Concentrations in CMIP6 Models, Journal of Geophysical Research: Atmospheres, 10.1029/2019JD032345, 125, 6, (2020).
- Szymon Urbas, Chris Chris, Paul Metcalfe, Interim recruitment prediction for multi-center clinical trials, Biostatistics, 10.1093/biostatistics/kxaa036, (2020).
- Tsubasa Yamauchi, Linda Lee Ho, Control charts for monitoring the ratio of two Poisson rates, Quality and Reliability Engineering International, 10.1002/qre.2567, 36, 1, (214-230), (2019).
- Gregory L. Holst, William Stoy, Bo Yang, Ilya Kolb, Suhasa B. Kodandaramaiah, Lu Li, Ulf Knoblich, Hongkui Zeng, Bilal Haider, Edward S. Boyden, Craig R. Forest, Autonomous patch-clamp robot for functional characterization of neurons in vivo: development and application to mouse visual cortex, Journal of Neurophysiology, 10.1152/jn.00738.2018, 121, 6, (2341-2357), (2019).
- Andrew M.T.L. Choong, Jack Marjot, Ian J.Y. Wee, Nicholas Syn, Tom Marjot, Robert E. Brightwell, Philip J. Walker, Forecasting aortic aneurysm rupture: A systematic review of seasonal and atmospheric associations, Journal of Vascular Surgery, 10.1016/j.jvs.2018.09.030, (2019).
- Betül KOÇER GÜLDAL, Elena ANTONOVA ÜNLÜ, İngilizceden Türkçeye Çevrilmiş TSE Standartlarının Çeviri Kalitesinin Değerlendirilmesi: Skopos Kuramı Işığı Altında Komisyonun Etkisinin İncelenmesi, Çeviribilim ve Uygulamaları Dergisi, 10.37599/ceviri.519154, 26, (16-36), (2019).
- Valery L Feigin, Rita Krishnamurthi, Suzanne Barker-Collo, P Alan Barber, Yogini Rathnasabapathy, Braden Te Ao, Priya Parmar, Susan Mahon, Bronwyn Tunnage, Andrew Swain, Bruce Arroll, Hinemoa Elder, El-Shadan Tautolo, Varsha Parag, Craig Anderson, Derrick Bennett, Amanda G Thrift, Dominique A Cadilhac, Paul Brown, Annemarei Ranta, Jeroen Douwes, Measuring stroke and transient ischemic attack burden in New Zealand: Protocol for the fifth Auckland Regional Community Stroke Study (ARCOS V), International Journal of Stroke, 10.1177/1747493019884528, (174749301988452), (2019).
- Jonathan Bates, Craig S. Parzynski, Sanket S. Dhruva, Andreas Coppi, Richard Kuntz, Shu‐Xia Li, Danica Marinac‐Dabic, Frederick A. Masoudi, Richard E. Shaw, Frederick Warner, Harlan M. Krumholz, Joseph S. Ross, Quantifying the utilization of medical devices necessary to detect postmarket safety differences: A case study of implantable cardioverter defibrillators, Pharmacoepidemiology and Drug Safety, 10.1002/pds.4565, 27, 8, (848-856), (2018).
- Sumit Mukherjee, Yue Zhang, Joshua Fan, Georg Seelig, Sreeram Kannan, Scalable preprocessing for sparse scRNA-seq data exploiting prior knowledge, Bioinformatics, 10.1093/bioinformatics/bty293, 34, 13, (i124-i132), (2018).
- Craig Ranson, Jonathan George, James Rafferty, John Miles, Isabel Moore, Playing surface and UK professional rugby union injury risk, Journal of Sports Sciences, 10.1080/02640414.2018.1458588, 36, 21, (2393-2398), (2018).
- Dmitry Sutormin, Natalia Rubanova, Maria Logacheva, Dmitry Ghilarov, Konstantin Severinov, Single-nucleotide-resolution mapping of DNA gyrase cleavage sites across the Escherichia coli genome , Nucleic Acids Research, 10.1093/nar/gky1222, (2018).
- Andrea Mazzanti, Riccardo Maragna, Gaetano Vacanti, Anna Kostopoulou, Maira Marino, Nicola Monteforte, Raffaella Bloise, Katherine Underwood, Valentina Tibollo, Eleonora Pagan, Carlo Napolitano, Riccardo Bellazzi, Vincenzo Bagnardi, Silvia G. Priori, Hydroquinidine Prevents Life-Threatening Arrhythmic Events in Patients With Short QT Syndrome, Journal of the American College of Cardiology, 10.1016/j.jacc.2017.10.025, 70, 24, (3010-3015), (2017).
- Sarah B. Ng, Clarinda Chua, Matthew Ng, Anna Gan, Polly SY Poon, Melissa Teo, Cherylin Fu, Wei Qiang Leow, Kiat Hon Lim, Alexander Chung, Si-Lin Koo, Su Pin Choo, Danliang Ho, Steve Rozen, Patrick Tan, Mark Wong, William F. Burkholder, Iain Beehuat Tan, Individualised multiplexed circulating tumour DNA assays for monitoring of tumour presence in patients after colorectal cancer surgery, Scientific Reports, 10.1038/srep40737, 7, 1, (2017).
- Guoqing Diao, Donglin Zeng, Kuolung Hu, Joseph G. Ibrahim, Modeling event count data in the presence of informative dropout with application to bleeding and transfusion events in myelodysplastic syndrome, Statistics in Medicine, 10.1002/sim.7351, 36, 22, (3475-3494), (2017).
- Yi Jin, Umut Eser, Kevin Struhl, L. Stirling Churchman, The Ground State and Evolution of Promoter Region Directionality, Cell, 10.1016/j.cell.2017.07.006, 170, 5, (889-898.e10), (2017).
- David J. Kahle, Phil D. Young, Brandi A. Greer, Dean M. Young, Confidence intervals for the ratio of two Poisson rates under one-way differential misclassification using double sampling, Computational Statistics & Data Analysis, 10.1016/j.csda.2015.09.013, 95, (122-132), (2016).
- Masaaki Doi, Bayesian Index of Superiority and the p-Value of the Conditional Test for Poisson Parameters, JOURNAL OF THE JAPAN STATISTICAL SOCIETY, 10.14490/jjss.46.99, 46, 2, (99-127), (2016).
- Guogen Shan, Exact sample size determination for the ratio of two incidence rates under the Poisson distribution, Computational Statistics, 10.1007/s00180-016-0654-6, 31, 4, (1633-1644), (2016).
- Alex Ulianov, Othmar Müntener, Urs Schaltegger, François Bussy, Detection in LA-ICPMS: construction and performance evaluation of decision rules, Journal of Analytical Atomic Spectrometry, 10.1039/C5JA00378D, 31, 3, (597-630), (2016).
- A. J. Hayter, Win-probabilities for comparing two Poisson variables, Communications in Statistics - Theory and Methods, 10.1080/03610926.2014.953693, 45, 20, (5966-5976), (2016).
- Magda Bucholc, Sandy Steacy, Tidal stress triggering of earthquakes in Southern California, Geophysical Journal International, 10.1093/gji/ggw045, 205, 2, (681-693), (2016).
- James Upson, Hardy Johnson, Thomas H. McInish, Orders versus Trades on the Consolidated Tape, SSRN Electronic Journal, 10.2139/ssrn.2625401, (2015).
- Sanjiv B. Amin, Hongyue Wang, Unbound Unconjugated Hyperbilirubinemia Is Associated with Central Apnea in Premature Infants, The Journal of Pediatrics, 10.1016/j.jpeds.2014.12.003, 166, 3, (571-575), (2015).
- W. Veenstra, J. op den Buijs, S. Pauws, M. Westerterp, M. Nagelsmit, Clinical effects of an optimised care program with telehealth in heart failure patients in a community hospital in the Netherlands, Netherlands Heart Journal, 10.1007/s12471-015-0692-7, 23, 6, (334-340), (2015).
- Brianna C. Bright, Julia N. Soulakova, Wald-Type Testing and Estimation Methods for Asymmetric Comparisons of Poisson Rates, Statistics in Biopharmaceutical Research, 10.1080/19466315.2014.991880, 7, 1, (1-11), (2015).
- Shengyi Liu, Yumei Liu, Xinhua Yang, Chaobo Tong, David Edwards, Isobel A. P. Parkin, Meixia Zhao, Jianxin Ma, Jingyin Yu, Shunmou Huang, Xiyin Wang, Junyi Wang, Kun Lu, Zhiyuan Fang, Ian Bancroft, Tae-Jin Yang, Qiong Hu, Xinfa Wang, Zhen Yue, Haojie Li, Linfeng Yang, Jian Wu, Qing Zhou, Wanxin Wang, Graham J King, J. Chris Pires, Changxin Lu, Zhangyan Wu, Perumal Sampath, Zhuo Wang, Hui Guo, Shengkai Pan, Limei Yang, Jiumeng Min, Dong Zhang, Dianchuan Jin, Wanshun Li, Harry Belcram, Jinxing Tu, Mei Guan, Cunkou Qi, Dezhi Du, Jiana Li, Liangcai Jiang, Jacqueline Batley, Andrew G Sharpe, Beom-Seok Park, Pradeep Ruperao, Feng Cheng, Nomar Espinosa Waminal, Yin Huang, Caihua Dong, Li Wang, Jingping Li, Zhiyong Hu, Mu Zhuang, Yi Huang, Junyan Huang, Jiaqin Shi, Desheng Mei, Jing Liu, Tae-Ho Lee, Jinpeng Wang, Huizhe Jin, Zaiyun Li, Xun Li, Jiefu Zhang, Lu Xiao, Yongming Zhou, Zhongsong Liu, Xuequn Liu, Rui Qin, Xu Tang, Wenbin Liu, Yupeng Wang, Yangyong Zhang, Jonghoon Lee, Hyun Hee Kim, France Denoeud, Xun Xu, Xinming Liang, Wei Hua, Xiaowu Wang, Jun Wang, Boulos Chalhoub, Andrew H Paterson, The Brassica oleracea genome reveals the asymmetrical evolution of polyploid genomes, Nature Communications, 10.1038/ncomms4930, 5, 1, (2014).
- Hui-Qiong Li, Man-Lai Tang, Weng-Kee Wong, Confidence intervals for ratio of two Poisson rates using the method of variance estimates recovery, Computational Statistics, 10.1007/s00180-013-0467-9, 29, 3-4, (869-889), (2013).
- Thomas Mathew, Derek S. Young, Fiducial-based tolerance intervals for some discrete distributions, Computational Statistics & Data Analysis, 10.1016/j.csda.2012.11.015, 61, (38-49), (2013).
- Thomas P. Ryan, Proportions and Rates, Sample Size Determination and Power, undefined, (103-144), (2013).
- S. Zhu, Z. Wang, J. Wang, Y. Wang, N. Wang, Z. Wang, M. Xu, X. Su, M. Wang, S. Zhang, M. Huang, R. Wu, A quantitative model of transcriptional differentiation driving host-pathogen interactions, Briefings in Bioinformatics, 10.1093/bib/bbs047, 14, 6, (713-723), (2012).
- Anne Roulin, Paul L. Auer, Marc Libault, Jessica Schlueter, Andrew Farmer, Greg May, Gary Stacey, Rebecca W. Doerge, Scott A. Jackson, The fate of duplicated genes in a polyploid plant genome, The Plant Journal, 10.1111/tpj.12026, 73, 1, (143-153), (2012).
- Assel Terlikbayeva, Sabrina Hermosilla, Sandro Galea, Neil Schluger, Saltanat Yegeubayeva, Tleukhan Abildayev, Talgat Muminov, Farida Akiyanova, Laura Bartkowiak, Zhaksybay Zhumadilov, Almaz Sharman, Nabila El-Bassel, Tuberculosis in Kazakhstan: analysis of risk determinants in national surveillance data, BMC Infectious Diseases, 10.1186/1471-2334-12-262, 12, 1, (2012).
- Zhide Fang, Jeffrey Martin, Zhong Wang, Statistical methods for identifying differentially expressed genes in RNA-Seq experiments, Cell & Bioscience, 10.1186/2045-3701-2-26, 2, 1, (26), (2012).
- Hui-Qiong Li, Man-Lai Tang, Wai-Yin Poon, Nian-Sheng Tang, Confidence Intervals for Difference Between Two Poisson Rates, Communications in Statistics - Simulation and Computation, 10.1080/03610918.2011.575509, 40, 9, (1478-1493), (2011).
- Z. Fang, X. Cui, Design and validation issues in RNA-seq experiments, Briefings in Bioinformatics, 10.1093/bib/bbr004, 12, 3, (280-287), (2011).
- Zhongxue Chen, Jianzhong Liu, Hon Ng, Saralees Nadarajah, Howard L Kaufman, Jack Y Yang, Youping Deng, Statistical methods on detecting differentially expressed genes for RNA-seq data, BMC Systems Biology, 10.1186/1752-0509-5-S3-S1, 5, Suppl 3, (S1), (2011).
- Austin L. Hand, James D. Stamey, Dean M. Young, Bayesian sample-size determination for two independent Poisson rates, Computer Methods and Programs in Biomedicine, 10.1016/j.cmpb.2010.10.010, 104, 2, (271-277), (2011).
- Robert D. Cousins, Kathryn E. Hymes, Jordan Tucker, Frequentist evaluation of intervals estimated for a binomial parameter and for the ratio of Poisson means, Nuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, 10.1016/j.nima.2009.10.156, 612, 2, (388-398), (2010).




