A Novel Linear B‐Spline Mixed Effect Model for Alzheimer’s Disease Clinical Study Data

The LB-MMRM is a natural extension of traditional MMRM for regulatory review and clinical application. Its ability to incorporate unscheduled visits, integrate studies with varying visit schedules, and provide intuitive and straightforward implementation makes it a promising alternative to existing models. This approach addresses key limitations in longitudinal clinical trial analyses.