Statistical Challenges in the Identification, Validation, and Use of Surrogate Markers

Videos from CMO Workshop

, University of Texas at Austin
- 09:34
Workshop Background, Overview, Goals, and Structure
Watch video | Download video: 202208220900-Parast.mp4 (46M)
, Universiteit Hasselt & KU Leuven
- 10:31
The Statistical Evaluation of Surrogate Endpoints in Clinical Trials
Watch video | Download video: 202208220930-Molenberghs.mp4 (79M)
, Hasselt University and IDDI
- 11:28
Statistical Evaluation of Surrogate Endpoints
Watch video | Download video: 202208221100-Buyse.mp4 (44M)
, University of California Berkeley
- 12:36
The Oracle Surrogate and Sequential Adaptive Designs that Learn Optimal Individualized Treatment Rules by Utilizing Surrogate Outcomes
Watch video | Download video: 202208221130-vanderLaan.mp4 (78M)
, Harvard University
- 14:29
Challenges of surrogate markers in real-world data
Watch video | Download video: 202208221400-Han.mp4 (39M)
, Harvard Public Health
- 14:58
Criteria for the Use of Surrogates
Watch video | Download video: 202208221430-VanderWeele.mp4 (47M)
, University of British Columbia
- 15:30
Surrogate markers in endometrial cancer prevention trials
Watch video | Download video: 202208221500-Talhouk.mp4 (38M)
, Fred Hutchinson Cancer Center
- 09:33
Interventional (Controlled, Natural, Stochastic) and Principal Stratification Causal Effects for Evaluation and Use of Surrogate Endpoints
Watch video | Download video: 202208230900-Gilbert.mp4 (45M)
, Karolinska Institutet
- 09:58
Flexible evaluation of surrogacy in Bayesian adaptive platform studies
Watch video | Download video: 202208230930-Gabriel.mp4 (45M)
, Inserm Bordeaux Population Health
- 10:31
Potential of Early Transcriptomics as First Surrogate for Vaccine Response
Watch video | Download video: 202208231000-Hejblum.mp4 (37M)
, University of Michigan
- 11:29
Measures of Surrogate Paradox Risk using Data from Multiple Trials
Watch video | Download video: 202208231100-Elliott.mp4 (38M)
, Janssen Pharmaceuticals
- 12:00
Statistical Challenges and Methods to Identify Surrogate Markers in Vaccine Trials: An Industry Perspective
Watch video | Download video: 202208231130-Vandebosch.mp4 (45M)
, University of California at San Diego
- 14:32
Causal Effects of Prenatal Drug Exposure on Birth Defects with Missing by Terathanasia
Watch video | Download video: 202208231400-Xu.mp4 (39M)
, Fred Hutchinson Cancer Research Center
- 15:01
Estimating Counterfactual Placebo HIV Incidence in HIV Prevention Trials Without Placebo Arms Based on Markers of HIV Exposure
Watch video | Download video: 202208231430-Gao.mp4 (40M)
, University of Michigan
- 14:33
Causal inference methods to validate surrogate endpoints with time-to-event data
Watch video | Download video: 202208241400-Roberts.mp4 (44M)
, University of Illinois at Urbana-Champaign
- 15:01
Surrogate Markers and Mediation Analysis
Watch video | Download video: 202208241430-Zhao.mp4 (35M)
, University of Victoria
- 16:01
The impact of lockdown timing on COVID-19 transmission across US counties
Watch video | Download video: 202208241530-Zhang.mp4 (37M)
, Simon Fraser University
- 16:38
Prediction for Covid-19 hospitalizations using Sars-Cov-2 wastewater surveillance data in Ottawa, Canada
Watch video | Download video: 202208241600-Peng.mp4 (53M)
, RAND
- 09:29
Evaluating Longitudinal and High-dimensional Surrogate Markers
Watch video | Download video: 202208250900-Agniel.mp4 (34M)
, National Institute of Allergy and Infectious Disease
- 09:59
Experimental Manipulations to Support Surrogate Markers
Watch video | Download video: 202208250930-Follmann.mp4 (36M)
, University of Western Ontario
- 10:39
Analysis of Noisy Survival Data with Graphical Proportional Hazards Measurement Error Model
Watch video | Download video: 202208251000-Yi.mp4 (57M)
, UNC Chapel Hill
- 11:29
Robust Estimators to Build Reliable Disease Trajectories from Short Longitudinal Data
Watch video | Download video: 202208251100-Garcia.mp4 (36M)
, University of Waterloo
- 12:33
Design and Analysis Considerations for Using Progression-free Survival in Cancer Trials
Watch video | Download video: 202208251200-Zeng.mp4 (41M)