On the evolution of statistical methods as applied to clinical trials.
This paper describes how statistical methods have evolved in parallel with activities associated with randomized control trials. In particular we emphasize the pivotal role of two papers published in British Journal of Cancer, and the paper describing the Cox proportional hazards model. In addition, the importance of early papers on estimating the sample size required for trials is highlighted. Later developments including the increasing roles for competing risks, multilevel modelling and Bayesian methodologies are described. The interplay between computer software and statistical methodological developments is stressed. Finally some future directions are indicated.
Machin
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Division of Clinical Trials and Epidemiological Sciences, National Cancer Centre, Singapore, Republic of Singapore. david@machin-home.freeserve.co.uk
D006801:Humans; D016032:Randomized Controlled Trials as Topic / Q000379:methods*; D012107:Research Design; D018401:Sample Size; D013223:Statistics as Topic / Q000379:methods*