对数据类型和测量尺度的叙述性回顾:医疗数据统计分析的第一步

Q1 Medicine

Cancer Research, Statistics, and Treatment Pub Date : 2023-04-01 DOI:10.4103/crst.crst_1_23

D. Shukla

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引用次数: 0

摘要

用于数据分析的统计工具因不同的数据类型和测量尺度而有所不同。本综述的目的是讨论这些不同类型的数据和测量量表。为了准备这篇文章，我们使用特定的关键词在谷歌和PubMed中进行了在线文献检索。评估了2010年1月至2022年12月期间以英语发表的所有相关文章的相关性。筛选了34篇文章，最终纳入了15篇信息完整的文章。这篇综述提供了有关数据类型和测量尺度的详细信息。了解正确的数据类型或测量尺度对于应用适当的统计工具和作出准确的推断是必不可少的。

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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A narrative review on types of data and scales of measurement: An initial step in the statistical analysis of medical data

Statistical tools for data analysis differ for various data types and scales of measurements. The purpose of this review is to discuss these different types of data and measurement scales. To prepare this article, an online literature search was performed in Google and PubMed, using specific keywords. All relevant articles published in the English language between January 2010 and December 2022 were assessed for relevance. Screening of 34 articles was done and eventually 15 were included that had complete information. This review provides detailed information with examples regarding the data types and scales of measurement. Knowledge of the correct data type or scale of measurement is essential for the application of the appropriate statistical tools, and for making accurate inferences.

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