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Panel data and models of change: A comparison of first difference and conventional two-wave models

机译:面板数据和改变模型:第一差异和传统两波模型的比较

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摘要

The method of first differences as an approach to modeling change is described and it is compared to more conventional two-wave panel models. Substantial advantages are found to the first-difference approach, especially if there are unmeasured, unchanging predictor variables in the model. It is also argued that there are substantial problems in the interpretation of results from the conventional two-wave models. Some of the analytic results are illustrated with a number of applications to the area of stressful life events.
机译:描述了作为建模改变的方法的第一差异的方法,并且与更多传统的双波面板模型进行比较。在第一差异方法中发现了实质性的优点,特别是如果在模型中存在未加剧,预处理的预处理变量。还认为,在传统的双波模型的结果解释中存在大量问题。一些分析结果用许多应用程序来说明到压力生活事件的领域。

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