Topic: Why Joint Modeling

Diagnose Endogenous Biomarkers in Prognostic Studies: Worked Problems

Diagnose Informative Dropout in a Cohort: Worked Problems

Deriving Bias When High-Risk Participants Drop Out

Deriving Collider Bias From Follow-Up Selection

Conditioning on Event-Free Biomarker Visits

Consequences of Informative Dropout for Treatment Comparisons

Biomarker Feedback and Event Risk in a Clinical Example

Administrative Loss Versus Health-Related Attrition

A Causal Diagram for Biomarker, Dropout, and Event

A Declining Marker Before Hospitalization: Worked Example