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Transforming the Area under the Normal Curve (AUC) into Cohen’s d, Pearson’s r pb , Odds-Ratio, and Natural Log Odds-Ratio: Two Conversion Tables
The European Journal of Psychology Applied to Legal Context ( IF 9.850 ) Pub Date : 2018-01-01 , DOI: 10.5093/ejpalc2018a5
Jesús F. Salgado

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.

中文翻译:

将正态曲线(AUC)下的面积转换为Cohen的d,Pearson的r pb,几率和自然对数几率:两个转换表

在几篇文章中已经强调了法线曲线下面积(AUC)作为衡量效应大小(ES)的重要性,在几篇文章中已经强调了这一点,并发布了将AUC曲线转化为Pearson的rpband Cohen d的表格。尚未发布任何表来将AUC转换为其他常用的效果大小索引,例如OR和Ln(OR)。在本文中,两个用于500个AUC三位数值的表提供了将AUC用作四个ES的等效值,包括Cohen的d值,Pearson的rpb,比值比(OR)和Ln(OR)。对于rpb,将为四个基本速率(.5,.3,.2和.1)给出值。此外,还提供了将AUC转换为这些效应量的公式,因此研究人员可以计算表中未包含的其他值。
更新日期:2018-01-01
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