Sample Size Calculations for the Development of Biosimilar Products Based on Binary Endpoints

被引:2
作者
Kang, Seung-Ho [1 ]
Jung, Ji-Yong [1 ]
Baik, Seon-Hye [1 ]
机构
[1] Yonsei Univ, Dept Appl Stat, 50 Yonsei Ro, Seoul 120749, South Korea
基金
新加坡国家研究基金会;
关键词
equivalence trial; power; sample size formula; follow-on biologics;
D O I
10.5351/CSAM.2015.22.4.389
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
It is important not to overcalculate sample sizes for clinical trials due to economic, ethical, and scientific reasons. Kang and Kim (2014) investigated the accuracy of a well-known sample size calculation formula based on the approximate power for continuous endpoints in equivalence trials, which has been widely used for Development of Biosimilar Products. They concluded that this formula is overly conservative and that sample size should be calculated based on an exact power. This paper extends these results to binary endpoints for three popular metrics: the risk difference, the log of the relative risk, and the log of the odds ratio. We conclude that the sample size formulae based on the approximate power for binary endpoints in equivalence trials are overly conservative. In many cases, sample sizes to achieve 80% power based on approximate powers have 90% exact power. We propose that sample size should be computed numerically based on the exact power.
引用
收藏
页码:389 / 399
页数:11
相关论文
共 16 条
[2]  
Chow SC, 2014, CH CRC BIOSTAT SER, V60, P1
[3]  
Chow SC, 2007, SAMPLE SIZE CALCULAT
[4]   Scientific considerations for assessing biosimilar products [J].
Chow, Shein-Chung ;
Wang, Jun ;
Endrenyi, Laszlo ;
Lachenbruch, Peter A. .
STATISTICS IN MEDICINE, 2013, 32 (03) :370-381
[5]   Statistical Assessment of Biosimilar Products [J].
Chow, Shein-Chung ;
Liu, Jen-pei .
JOURNAL OF BIOPHARMACEUTICAL STATISTICS, 2010, 20 (01) :10-30
[6]   A Comparison of Moment-Based and Probability-Based Criteria for Assessment of Follow-On Biologics [J].
Chow, Shein-Chung ;
Hsieh, Tsung-Cheng ;
Chi, Eric ;
Yang, Jun .
JOURNAL OF BIOPHARMACEUTICAL STATISTICS, 2010, 20 (01) :31-45
[7]   The evaluation of biosimilarity index based on reproducibility probability for assessing follow-on biologics [J].
Hsieh, Tsung-Cheng ;
Chow, Shein-Chung ;
Yang, Lan-Yan ;
Chi, Eric .
STATISTICS IN MEDICINE, 2013, 32 (03) :406-414
[8]   Sample Size Calculations for the Development of Biosimilar Products [J].
Kang, Seung-Ho ;
Kim, Yongjo .
JOURNAL OF BIOPHARMACEUTICAL STATISTICS, 2014, 24 (06) :1215-1224
[9]   Statistical assessment of biosimilarity based on relative distance between follow-on biologics [J].
Kang, Seung-Ho ;
Chow, Shein-Chung .
STATISTICS IN MEDICINE, 2013, 32 (03) :382-392
[10]   Statistical considerations in biosimilar clinical efficacy trials with asymmetrical margins [J].
Li, Yulan ;
Liu, Qing ;
Wood, Patricia ;
Johri, Anandhi .
STATISTICS IN MEDICINE, 2013, 32 (03) :393-405