[将连续变量二分时统计能力的巨大损失]。

IF 0.8 4区 医学 Q4 CLINICAL NEUROLOGY
C Carazo-Díaz, L Prieto-Valiente
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引用次数: 0

摘要

在数据分析过程中,医学研究中一种非常常见的做法是将数字变量分为两组。这种做法会导致非常有用的信息丢失,从而影响研究的有效性。我们用几个例子来说明数字变量的二分法如何导致研究中统计能力的丧失。例如,在评估治疗程序是否更有效或某一因素是否是风险因素时,这一点至关重要。因此,除非有非常特殊的原因,否则不建议对连续变量进行二分法处理。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
[The dramatic loss of statistical power when dichotomising continuous variables].

A very common practice in medical research, during the process of data analysis, is to dichotomise numerical variables in two groups. This leads to the loss of very useful information that can undermine the effectiveness of the research. Several examples are used to show how the dichotomisation of numerical variables can lead to a loss of statistical power in studies. This can be a critical aspect in assessing, for example, whether a therapeutic procedure is more effective or whether a certain factor is a risk factor. Dichotomising continuous variables is therefore not recommended unless there is a very specific reason to do so.

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来源期刊
Revista de neurologia
Revista de neurologia 医学-临床神经学
CiteScore
2.50
自引率
8.30%
发文量
117
审稿时长
3-8 weeks
期刊介绍: Revista de Neurología fomenta y difunde el conocimiento generado en lengua española sobre neurociencia, tanto clínica como experimental.
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