有效的设计为三序阶段形试验,连续招募
Richard Hooper1, Olivier Quintin1, Jessica Kasza2
1Wolfson Institute of Population Health, Queen Mary University of London, London, UK.
Clinical trials (London, England)
|May 22, 2024
概括
优化阶段形试验设计与持续招聘至关重要. 我们的研究表明,标准设计往往是低效的,灵活的,定制的方法可以显著提高治疗效果估计的准确性.
科学领域:
- 临床试验方法论 临床试验方法论
- 生物统计学 生物统计学
- 流行病学研究设计
背景情况:
- 随着持续招募的分阶段形试验通常使用均划分的时间段.
- 这种标准方法在优化设计参数方面提供了有限的灵活性.
- 替代设计可以提高治疗效果估计的精度.
研究的目的:
- 调查持续招聘的最佳阶段形试验设计.
- 为了最大限度地减少治疗效果估计器的差异.
- 探索具有少量干预序列的设计.
主要方法:
- 分析三序,中心对称的阶梯形设计.
- 建模集群内相关性与指数衰变.
- 使用通用最小平方估计来导出方差表达式.
- 对不同设计参数的方差的数值评估.
主要成果:
- 确定了一个二维设计空间,用于三序,中心对称的阶梯试验.
- 轮地图显示了近乎最佳设计的广泛区域.
- 标准设计以均等间隔的时间段和1:1:1的分配通常表现不佳.
结论:
- 简单的,量身定制的设计可以在阶段试验中实现近乎最佳的效率.
- 轮图有助于选择强大的高效设计.
- 优先考虑最佳设计可以提高阶段形试验的效率理由.
相关概念视频
Factorial Design
Factorial Analysis is an experimental design that applies Analysis of Variance (ANOVA) statistical procedures to examine a change in a dependent variable due to more than one independent variable, also known as factors. Changes in worker productivity can be reasoned, for example, to be influenced by salary and other conditions, such as skill level. One way to test this hypothesis is by categorizing salary into three levels (low, moderate, and high) and skills sets into two levels (entry level...
Experimental Designs
An experimental design is a systematic process that allows researchers to evaluate the relationship between dependent and independent variables. There are three widely used types of experimental design - pre-experimental design, true experimental design, and quasi-experimental design. In pre-experimental design, the researcher compares the data before and after some interventions or treatments. The true-experimental design has more than one purposefully created group, a commonly measured...
Basic Discrete Time Signals
The unit step sequence is defined as 1 for zero and positive values of the integer n. This sequence can be graphically displayed using a set of eight sample points, showing a step function starting from n=0 and remaining constant thereafter.
The unit impulse or sample sequence is mathematically expressed as zero for all n values except at n=0, where it is one. The unit impulse sequence, denoted by δ(n), is the first difference of the unit step sequence, while the unit step sequence u(n) is the...
The unit impulse or sample sequence is mathematically expressed as zero for all n values except at n=0, where it is one. The unit impulse sequence, denoted by δ(n), is the first difference of the unit step sequence, while the unit step sequence u(n) is the...
Bioequivalence Experimental Study Designs: Repeated Measures, Cross-Over, Carry-Over, and Latin Square Designs
Bioequivalence experimental study designs play a pivotal role in testing the effectiveness of various treatments. Key among these are the repeated measures, cross-over, carry-over, and Latin square designs. In the repeated measures design, each subject receives all treatments, allowing for temporal comparisons. This type of design is useful in reducing variability but requires careful planning to avoid bias.The cross-over design, an economical method, involves sequential administration of...


