Two-stage sample size re-estimation based on a nuisance parameter: A review

被引:59
作者
Proschan, MA [1 ]
机构
[1] NHLBI, Bethesda, MD 20892 USA
关键词
adaptive methods; ancillary statistic; blinding; continuous outcome; clinical trials; conditioning; correlation; dichotomous outcome; independence; internal pilot study; lumping; pooling; power; restricted design; unrestricted design;
D O I
10.1081/BIP-200062852
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Sample size calculations are important and difficult in clinical trails because they depend on the nuisance parameter and treatment effect. Recently, much attention has been focused on two-stage methods whereby the first stage constitutes an internal pilot study used to estimate parameters and revise the final sample size. This paper reviews two-stage methods based on estimation of nuisance parameters in either a continuous or dichotomous outcome setting.
引用
收藏
页码:559 / 574
页数:16
相关论文
共 50 条
[41]   Estimation of survival quantiles in two-stage randomization designs [J].
Wahed, Abdus S. .
JOURNAL OF STATISTICAL PLANNING AND INFERENCE, 2009, 139 (06) :2064-2075
[42]   A two-stage Bayesian design with sample size reestimation and subgroup analysis for phase II binary response trials [J].
Zhong, Wei ;
Koopmeiners, Joseph S. ;
Carlin, Bradley P. .
CONTEMPORARY CLINICAL TRIALS, 2013, 36 (02) :587-596
[43]   Two-stage k-sample designs for the ordered alternative problem [J].
Shan, Guogen ;
Hutson, Alan D. ;
Wilding, Gregory E. .
PHARMACEUTICAL STATISTICS, 2012, 11 (04) :287-294
[44]   A novel two-stage channel estimation method for wireless communications [J].
Lin, WJ ;
Lin, TT ;
Huang, CC .
IEICE TRANSACTIONS ON COMMUNICATIONS, 2004, E87B (06) :1479-1486
[45]   Point estimation following a two-stage group sequential trial [J].
Grayling, Michael J. ;
Wason, James M. S. .
STATISTICAL METHODS IN MEDICAL RESEARCH, 2023, 32 (02) :287-304
[46]   A Two-Stage Nonlinear Shrinkage of the Sample Covariance Matrix for Robust Capon Beamforming [J].
Wang, Jie ;
Yang, Guangquan ;
Hu, Yi ;
Zhang, Chunliang .
CHINESE JOURNAL OF ELECTRONICS, 2019, 28 (05) :962-967
[47]   An exact method for link parameter estimation in error benchmarking: an application to Phase II two-stage single arm oncology trials [J].
Barnes, Christopher N. ;
Rai, Shesh N. .
STATISTICAL METHODS IN MEDICAL RESEARCH, 2011, 20 (05) :523-529
[48]   Estimation of secondary endpoints in two-stage phase II oncology trials [J].
Kunz, Cornelia Ursula ;
Kieser, Meinhard .
STATISTICS IN MEDICINE, 2012, 31 (30) :4352-4368
[49]   A Two-Stage Channel Estimation Algorithm for OTFS in Fractional Doppler Channels [J].
He, Xiaolin ;
Fan, Pingzhi ;
Wang, Qianli .
IEEE COMMUNICATIONS LETTERS, 2023, 27 (07) :1839-1843
[50]   Shrinkage estimation in two-stage adaptive designs with midtrial treatment selection [J].
Carreras, Maximo ;
Brannath, Werner .
STATISTICS IN MEDICINE, 2013, 32 (10) :1677-1690