Nagin Daniel S
Carnegie Mellon University, Pittsburgh, Pa., USA.
Ann Nutr Metab. 2014;65(2-3):205-10. doi: 10.1159/000360229. Epub 2014 Nov 18.
This article provides an overview of a group-based statistical methodology for analyzing developmental trajectories - the evolution of an outcome over age or time. Across all application domains, this group-based statistical method lends itself to the presentation of findings in the form of easily understood graphical and tabular data summaries. In so doing, the method provides statistical researchers with a tool for figuratively painting a statistical portrait of the predictors and consequences of distinct trajectories of development. Data summaries of this form have the great advantage of being accessible to nontechnical audiences and quickly comprehensible to audiences that are technically sophisticated. Examples of the application of the method are provided. A detailed account of the statistical underpinnings of the method and a full range of applications are provided by the author in a previous study.
本文概述了一种用于分析发展轨迹(即结果随年龄或时间的演变)的基于群体的统计方法。在所有应用领域中,这种基于群体的统计方法有助于以易于理解的图形和表格数据摘要形式呈现研究结果。通过这样做,该方法为统计研究人员提供了一种工具,用于形象地描绘不同发展轨迹的预测因素和结果的统计画像。这种形式的数据摘要具有很大的优势,非专业受众可以理解,技术精湛的受众也能快速理解。文中提供了该方法的应用示例。作者在之前的一项研究中对该方法的统计基础和全面应用进行了详细阐述。