• Week 13

  • event

    ABCD: Longitudinal data

    This session introduces longitudinal modeling, reviews common statistical models of longitudinal change, discusses developmental research questions and applications, surveys available (and missing) software tools, and highlights key troubleshooting issues and gaps in the literature.

  • event

    ABCD: Longitudinal models and data analysis

    This lecture addresses challenges to validity in longitudinal observational studies, including internal and external validity, measurement error and longitudinal measurement non-invariance, as well as issues of causal inference and the use of sensitivity analyses..