Transforming the Area under the Normal Curve (AUC) into Cohen’s d, Pearson’s rpb, Odds-Ratio, and Natural Log Odds-Ratio: Two Conversion Tables

IF 7.6 1区 社会学 Q1 LAW
J. Salgado
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引用次数: 89

Abstract

The importance of the area under the normal curve (AUC) as a measure of the effect size (ES) in applied and forensic research has been highlighted in several articles and Tables for functioning the AUC curve into Pearson’s rpband Cohen’s d have been published. No Tables have been published for functioning AUC into other frequently used effect size indexes, such as OR and Ln(OR). In this article, two Tables for 500 AUC three-digit values provide the equivalent values for functioning AUC into four ESs, including Cohen’s d values, Pearson’s rpb, odds-ratio (OR), and Ln(OR). In the case of rpb, the values are given for four base rates (.5, .3, .2, and .1). In addition, the formulas for transforming AUC into these effect sizes are provided, so researchers can calculate other values which have not been d in the Tables.
将正态曲线下面积(AUC)转换为Cohen’s d、Pearson’s rpb、比值比和自然对数比值比:两种转换表
在应用和法医研究中,正常曲线下面积(AUC)作为效应大小(ES)的衡量标准的重要性在几篇文章中得到了强调,并发表了将AUC曲线应用于Pearson’s rpand Cohen’s d的表格。目前还没有发表将AUC转化为其他常用效应大小指标(如OR和Ln(OR))的表。在本文中,500 AUC三位数值的两个表提供了将AUC转换为四个ESs的等价值,包括Cohen的d值、Pearson的rpb、赔率比(OR)和Ln(OR)。在rpb的情况下,给出了四个基本比率的值(。5、。3、。2和。1)。此外,还提供了将AUC转换为这些效应量的公式,以便研究人员可以计算表中未列出的其他值。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
CiteScore
14.60
自引率
9.50%
发文量
10
审稿时长
12 weeks
期刊介绍: The European Journal of Psychology Applied to Legal Context, the official journal of the Sociedad Española de Psicología Jurídica y Forense [Spanish Society of Forensic Psychology] and the Asociación Iberoamericana de Justicia Terapéutica [Latin-American Association of Therapeutic Jurisprudence], publishes empirical articles and meta-analytic reviews of topics dealing with psychology and law (e.g., legal decision making, eyewitness). The journal is aimed at researchers, academics and professionals in Psychology, Law, Social Work, Forensic Sciences, Educators and, in general, people related with Social Sciences and the Law.
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