Comparison of robustness to outliers between robust poisson models and log-binomial models when estimating relative risks for common binary outcomes: a simulation study

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作者
Wansu Chen
Jiaxiao Shi
Lei Qian
Stanley P Azen
机构
[1] Department of Research and Evaluation,Kaiser Permanente Southern California
[2] University of Southern California,Department of Preventive Medicine, Keck School of Medicine
来源
BMC Medical Research Methodology | / 14卷
关键词
Relative risk; Risk ratio; Log-binomial regression; Robust poisson regression; Outliers; Common binary outcomes;
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[1]  
Greenland S(1987)Interpretation and choice of effect measures in epidemiologic analyses Am J Epidemiol 125 761-768
[2]  
Agrawal D(2005)Inappropriate interpretation of the odds ratio: oddly not that uncommon Pediatrics 116 1612-1613
[3]  
Mirjam JK(2012)Overestimation of risk ratios by odds ratios in trials and cohort studies: alternatives to logistic regression Can Med Assoc J 184 895-899
[4]  
Cessie SL(1998)What’s relative risk? A method of correcting the odds ratio in cohort studies of common outcomes JAMA 280 1690-1691
[5]  
Algra A(2003)Estimating the relative risk in cohort studies and clinical trials of common outcomes Am J Epidemiol 157 940-943
[6]  
Vandenbroucke JP(1982)Design options in epidemiologic research. An update Scand J Work Environ Health 8 7-14
[7]  
Zhang J(1993)Risk ratio and rate ratio estimation in case-cohort designs: hypertension and cardiovascular mortality Stat Med 12 1733-1745
[8]  
Yu KF(1998)Prevalence proportion ratios: estimation and hypothesis testing Int J Epidemiol 27 91-95
[9]  
McNutt LA(2004)Model-based estimation of relative risks and other epidemiologic measures in studies of common outcomes and in case–control studies Am J Epidemiol 160 301-305
[10]  
Wu C(1993)Relative risk, risk difference and rate difference models for sparse stratified data: a pseudo likelihood approach Stat Med 12 2285-2303