Modelling agreement for binary intensive longitudinal data

IF 16.4 1区化学 Q1 CHEMISTRY, MULTIDISCIPLINARY

Accounts of Chemical Research Pub Date : 2021-09-03 DOI:10.1177/1471082X211034002

S. Vanbelle, E. Lesaffre

引用次数: 0

Abstract

Devices that measure our physical, medical and mental condition have entered our daily life recently. Such devices measure our status in a continuous manner and can be useful in predicting future medical events or can guide us towards a healthier life. It is therefore important to establish that such devices record our behaviour in a reliable manner and measure what we believe they measure. In this article, we propose to measure the reliability and validity of a newly developed measuring device in time using a longitudinal model for sequential kappa statistics. We propose a Bayesian estimation procedure. The method is illustrated by a validation study of a new accelerometer in cardiopulmonary rehabilitation patients.

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二元密集纵向数据的建模协议

最近，测量我们身体、医疗和精神状况的设备已经进入了我们的日常生活。这些设备可以持续测量我们的状态，在预测未来的医疗事件或指导我们走向更健康的生活方面很有用。因此，重要的是要确定这些设备以可靠的方式记录我们的行为，并测量我们认为它们测量的东西。在本文中，我们提出了一个新开发的测量装置的信度和效度的测量在时间使用纵向模型的顺序kappa统计。我们提出了一个贝叶斯估计过程。以一种新型加速度计在心肺康复患者中的验证研究为例说明了该方法的有效性。

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

Accounts of Chemical Research 化学-化学综合

CiteScore

31.40

自引率

1.10%

发文量

312

审稿时长

2 months

期刊介绍： Accounts of Chemical Research presents short, concise and critical articles offering easy-to-read overviews of basic research and applications in all areas of chemistry and biochemistry. These short reviews focus on research from the author’s own laboratory and are designed to teach the reader about a research project. In addition, Accounts of Chemical Research publishes commentaries that give an informed opinion on a current research problem. Special Issues online are devoted to a single topic of unusual activity and significance. Accounts of Chemical Research replaces the traditional article abstract with an article "Conspectus." These entries synopsize the research affording the reader a closer look at the content and significance of an article. Through this provision of a more detailed description of the article contents, the Conspectus enhances the article's discoverability by search engines and the exposure for the research.