Multiple imputation of missing data in multilevel ecological momentary assessments: an example using smoking cessation study data

• Main Authors: Linying Ji (Author), Yanling Li (Author), Lindsey N. Potter (Author), Cho Y. Lam (Author), Inbal Nahum-Shani (Author), David W. Wetter (Author), Sy-Miin Chow (Author)
• Format: Book
• Published: Frontiers Media S.A., 2023-11-01T00:00:00Z.
• Subjects: article
• Online Access: Connect to this object online.

Advances in digital technology have greatly increased the ease of collecting intensive longitudinal data (ILD) such as ecological momentary assessments (EMAs) in studies of behavior changes. Such data are typically multilevel (e.g., with repeated measures nested within individuals), and are inevitab...