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Statistical Analysis of Temporal Data With Many Observations: Issues For Behavioral Medicine Data
Annals of Behavioral Medicine ( IF 4.871 ) Pub Date : 2024-03-27 , DOI: 10.1093/abm/15.1.41
James Jaccard 1 , Choi K. Wan 1
Affiliation  

Approaches to the analysis of behavioral medicine data with few individuals but many repeated observations are discussed. Difficulties with common analytic strategies are noted and applications from econometrics using cross-sectional pooled time series designs are recommended. Additional complications due to outliers, missing data, measurement error, and aggregation bias are discussed.

中文翻译:

具有许多观察结果的时态数据的统计分析:行为医学数据的问题

讨论了对少数个体但多次重复观察的行为医学数据进行分析的方法。指出了常见分析策略的困难,并建议使用横截面汇总时间序列设计进行计量经济学应用。讨论了由于异常值、缺失数据、测量误差和聚合偏差而导致的其他复杂情况。
更新日期:2024-03-27
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