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本文引用的文献

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Effect size estimates: current use, calculations, and interpretation.效应量估计:当前使用、计算和解释。
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Statistical power analyses using G*Power 3.1: tests for correlation and regression analyses.使用 G*Power 3.1 进行统计功效分析:相关和回归分析的检验。
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G*Power 3: a flexible statistical power analysis program for the social, behavioral, and biomedical sciences.G*Power 3:一款适用于社会科学、行为科学和生物医学科学的灵活的统计功效分析程序。
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Implications of small effect sizes of individual genetic variants on the design and interpretation of genetic association studies of complex diseases.个体基因变异的小效应量对复杂疾病基因关联研究的设计与解读的影响
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Beyond the F test: Effect size confidence intervals and tests of close fit in the analysis of variance and contrast analysis.方差分析和对比分析中F检验之外:效应量置信区间与拟合优度检验
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Generalized eta and omega squared statistics: measures of effect size for some common research designs.广义eta和omega平方统计量:一些常见研究设计的效应量度量
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Statistics to tell the truth, the whole truth, and nothing but the truth: formulae, illustrative numerical examples, and heuristic interpretation of effect size analyses for neuropsychological researchers.统计学讲真话、讲全部真话且只讲真话:公式、说明性数值示例以及针对神经心理学研究者的效应量分析的启发式解读。
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理解效应量及其测量方法。

Understanding the effect size and its measures.

作者信息

Ialongo Cristiano

机构信息

Laboratory Medicine Department, "Tor Vergata" University Hospital, Rome, Italy; Department of Human Physiology and Pharmacology, University of Rome Sapienza, Rome, Italy.

出版信息

Biochem Med (Zagreb). 2016;26(2):150-63. doi: 10.11613/BM.2016.015.

DOI:10.11613/BM.2016.015
PMID:27346958
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC4910276/
Abstract

The evidence based medicine paradigm demands scientific reliability, but modern research seems to overlook it sometimes. The power analysis represents a way to show the meaningfulness of findings, regardless to the emphasized aspect of statistical significance. Within this statistical framework, the estimation of the effect size represents a means to show the relevance of the evidences produced through research. In this regard, this paper presents and discusses the main procedures to estimate the size of an effect with respect to the specific statistical test used for hypothesis testing. Thus, this work can be seen as an introduction and a guide for the reader interested in the use of effect size estimation for its scientific endeavour.

摘要

循证医学范式要求科学可靠性,但现代研究有时似乎忽视了这一点。功效分析是一种展示研究结果意义的方法,无论强调的是统计显著性的哪个方面。在这个统计框架内,效应量的估计是一种展示通过研究得出的证据相关性的手段。在这方面,本文介绍并讨论了针对用于假设检验的特定统计检验来估计效应大小的主要程序。因此,这项工作可被视为对有兴趣在其科学研究中使用效应量估计的读者的一份入门指南。