样本量考虑:准备临床或基础研究的基础。

David N Williams, Kathryn A Williams
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引用次数: 0

摘要

背景:样本量估计是研究方案的重要组成部分。虽然“样本有多大?”是一个简单的问题,但答案只有在研究问题的背景下才有意义。方法:明确兴趣变量和目标总体参数的定义是估计样本量的关键。反过来,样本的大小必须能够准确地检测到感兴趣的“效应”,充分代表目标人群,并保持最大的设计效率。在所有临床研究中,大多数样本估计使用了四个基本信息:显著性水平、功率、效应大小和感兴趣变量的可变性。结果/讨论:这些的初步确定将极大地促进生物统计学家或计算机应用程序创建样本大小估计的工作。虽然应用程序可以支持相对简单的样本大小计算,但建议咨询生物统计学家。
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Sample Size Considerations: Basics for Preparing Clinical or Basic Research.

Background: Sample size estimation is an important and integral part of a research protocol. While "how large a sample?" is a simple question, the answer is only meaningful within the context of the research question. Methods: Clear definitions of the variable of interest and target population parameters are key to estimating sample size. In turn the sample must be sized such that it can accurately detect the 'effect' of interest, adequately represent the target population and maintain maximum design efficiency. Four basic pieces of information are utilized in most sample estimation across all clinical research: significance level, power, magnitude of effect and variability of the variable of interest. Results/Discussion: Preliminary determination of these will greatly facilitate work with a biostatistician or a computer application to create a sample size estimation. While applications can support relatively simple sample size calculations consultation with a biostatistician is recommended.

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