Exact sample size determination for the ratio of two incidence rates under the Poisson distribution

被引:5
作者
Shan, Guogen [1 ]
机构
[1] Univ Nevada, Epidemiol & Biostat Program, Dept Environm & Occupat Hlth, Sch Community Hlth Sci, Las Vegas, NV 89154 USA
关键词
Conditional approach; Exact approach; Poisson rate; Non-inferiority; Unconditional approach; CONFIDENCE-INTERVALS; EXACT TESTS; TRIALS; SUPERIORITY;
D O I
10.1007/s00180-016-0654-6
中图分类号
O21 [概率论与数理统计]; C8 [统计学];
学科分类号
020208 ; 070103 ; 0714 ;
摘要
We present sample size determination using exact approaches for testing the ratio of incidence rates from a two-arm non-inferiority trial. The first approach is the exact conditional approach by treating the total number of events from two groups fixed, and the other is the exact unconditional approach based on maximization. Exact approaches guarantee the type I error rate which is often not satisfied in the commonly used asymptotic approaches on the basis of the corresponding limiting distributions of test statistics. We provide tables for sample size determination in commonly used cases in practice, and an example is used to show the application of these exact approaches. Sample size comparison using different exact approaches concludes that the exact unconditional approach based on the Wald-type test statistic has good performance in balanced studies.
引用
收藏
页码:1633 / 1644
页数:12
相关论文
共 25 条
[1]  
[Anonymous], 2012, MODERN EPIDEMIOLOGY
[2]   ADDITIONAL POWER COMPUTATIONS FOR DESIGNING COMPARATIVE POISSON TRIALS [J].
BROWN, CC ;
GREEN, SB .
AMERICAN JOURNAL OF EPIDEMIOLOGY, 1982, 115 (05) :752-758
[4]  
Casella G., 2002, STAT INFERENCE
[5]  
Chapman DG, 1952, ANN I STAT MATH TOKY, V4, P45, DOI DOI 10.1007/BF02949788
[6]   Homogeneity tests for several Poisson populations [J].
Chiu, Sung Nok ;
Wang, Ling .
COMPUTATIONAL STATISTICS & DATA ANALYSIS, 2009, 53 (12) :4266-4278
[7]   Confidence limits for the ratio of two rates based on likelihood scores: non-iterative method [J].
Graham, PL ;
Mengersen, K ;
Morton, AP .
STATISTICS IN MEDICINE, 2003, 22 (12) :2071-2083
[8]   Testing the ratio of two Poisson rates [J].
Gu, Kangxia ;
Ng, Hon Keung Tony ;
Tang, Man Lai ;
Schucany, William R. .
BIOMETRICAL JOURNAL, 2008, 50 (02) :283-298
[9]   Comparing two independent incidence rates using conditional and unconditional exact tests [J].
Han, Cong .
PHARMACEUTICAL STATISTICS, 2008, 7 (03) :195-201
[10]  
HUFFMAN MD, 1984, J R STAT SOC C-APPL, V33, P224