Birs- 22w5184: Statistical Challenges in the Identification, Validation, and Use of Surrogate Markers

  1. Title:
    Workshop Background, Overview, Goals, and Structure

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  2. Title:
    The Statistical Evaluation of Surrogate Endpoints in Clinical Trials

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  3. Title:
    Statistical Evaluation of Surrogate Endpoints

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  4. Title:
    The Oracle Surrogate and Sequential Adaptive Designs that Learn Optimal Individualized Treatment Rules by Utilizing Surrogate Outcomes

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  5. Title:
    Challenges of surrogate markers in real-world data

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  6. Title:
    Criteria for the Use of Surrogates

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  7. Title:
    Surrogate markers in endometrial cancer prevention trials

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  8. Title:
    Interventional (Controlled, Natural, Stochastic) and Principal Stratification Causal Effects for Evaluation and Use of Surrogate Endpoints

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  9. Title:
    Flexible evaluation of surrogacy in Bayesian adaptive platform studies

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  10. Title:
    Potential of Early Transcriptomics as First Surrogate for Vaccine Response

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  11. Title:
    Measures of Surrogate Paradox Risk using Data from Multiple Trials

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  12. Title:
    Statistical Challenges and Methods to Identify Surrogate Markers in Vaccine Trials: An Industry Perspective

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  13. Title:
    Causal Effects of Prenatal Drug Exposure on Birth Defects with Missing by Terathanasia

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  14. Title:
    Estimating Counterfactual Placebo HIV Incidence in HIV Prevention Trials Without Placebo Arms Based on Markers of HIV Exposure

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  15. Title:
    Causal inference methods to validate surrogate endpoints with time-to-event data

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  16. Title:
    Surrogate Markers and Mediation Analysis

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  17. Title:
    The impact of lockdown timing on COVID-19 transmission across US counties

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  18. Title:
    Prediction for Covid-19 hospitalizations using Sars-Cov-2 wastewater surveillance data in Ottawa, Canada

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  19. Title:
    Evaluating Longitudinal and High-dimensional Surrogate Markers

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  20. Title:
    Experimental Manipulations to Support Surrogate Markers

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