In Person Special Seminar: Building Superior Multivariable Systems to Enhance Precision in Models of Behavior Change
Holly O'Rourke, Ph.D.
Assistant Professor
Sanford School of Social and Family Dynamics
Arizona State University
In Person Seminar: Building Superior Multivariable Systems to Enhance Precision in Models of Behavior Change
Date: Aug. 23, 2023
Time: 11 a.m.
About this Seminar
Statistical theories of change are like theories of behavior in that they can be enhanced to address more refined hypotheses. Complex research questions are often addressed with studies that involve many variables, and they require statistical models that are correspondingly complex. Such research questions can be modeled with some form of multivariable system (MVS). Dr. O’Rourke’s statistical research both develops novel MVSs and enhances existing ones, with the objective of creating superior statistical models that are widely adoptable and easy to implement. This enables applied researchers to investigate more sophisticated theoretical questions concerning behavior change. In this talk Dr. Rourke will describe her research on several MVSs for modeling behavior change that range in complexity from few variables and time points (mediation models) to many variables and time points (latent change score models and Group Iterative Multiple Model Estimation: GIMME). She will briefly introduce these MVSs and their relation to one another in the context of her past and ongoing work, describe their usefulness in applied settings, and end with future directions for building upon these MVSs.
You May Also Be Interested In...
-
Home Item
Social Learning in Borderline Personality Disorder , homeApril 4, 2025, 11:00 a.m. | Sarah Fineberg, M.D., Ph.D., Assistant Professor, Department of Psychiatry, Yale School of Medicine | Co-Sponsored by the Fralin Biomedical Research Institute Center for Human Neuroscience Research
-
Home Item
Bringing Precision Medicine to Psychiatry , homeApril 10, 2025, 5:30 p.m. (Reception at 5 p.m.) | Jordan Smoller, M.D., Sc.D., Massachusetts General Hospital Trustees Endowed Chair in Psychiatric Neuroscience; Professor of Psychiatry, Harvard Medical School; Professor of Epidemiology, T.H. Chan Harvard School of Public Health; Director, Psychiatric and Neurodevelopmental Genetics Unit, Massachusetts General Hospital | Maury Strauss Distinguished Public Lecture
-
Home Item
Extracellular Vesicles in the Pathogenesis, Diagnosis and Treatment of the Heart , homeApril 11, 2025, 11:00 a.m. | Susmita Sahoo, Ph.D., Associate Professor, Department of Medicine and Cardiology, Icahn School of Medicine at Mount Sinai | Co-Sponsored by the Fralin Biomedical Research Institute Center for Vascular and Heart Research
-
Home Item
A Human-Centric View of Cerebellar Development , homeApril 18, 2025, 11:00 a.m. | Kathleen Millen, Ph.D., Professor, Department of Pediatrics/Genetics, Associate Director and Principal Investigator, Seattle Children's Hospital Research Institute, The University of Washington School of Medicine | Co-Sponsored by the Center for Neurobiology Research, Fralin Biomedical Research Institute
-
Home Item
Molecular and Neurobiological Studies in Rett Syndrome and Other MECP2 Disorders , homeMay 1, 2025, 5:30 p.m. (Reception at 5 p.m.) | Huda Zoghbi, M.D., Professor, Pediatrics, Molecular and Human Genetics, Neuroscience, and Neurology; Director, Jan and Dan Duncan Neurological Research Institute, Baylor College of Medicine; Member, National Academy of Medicine | Maury Strauss Distinguished Public Lecture
-
Home Item
A Novel Bispecific Antibody to Target the Brain Tumor Microenvironment , homeMay 2, 2025, 11:00 a.m. | Khuson Yun, Ph.D., Associate Professor, Department of Neurology, Houston Methodist Chair, Neurodegenerative Disease Research, Houston Methodist Research Institute, Weill Cornell Medical College | Co-Sponsored by the Fralin Biomedical Research Institute Cancer Research Center – Roanoke