Evaluation of a surrogate marker: validity and efficiency
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Summary
The proportion of information gain can be used to evaluate the validity of a surrogate marker and the concept of the validity and efficiency of a surrogacy marker is introduced.
- Type
- article
- Published
- 2013-05-30
- Cited by
- 8
- References
- 14
- OpenAlex
- https://openalex.org/W2126694299
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:27945259
Keywords
Surrogate endpoint, Surrogate data, Surrogate model, Clinical endpoint, Computer science
References
- Quantifying the Effect of the Surrogate Marker by Information Gain
- Demythologizing the high costs of pharmaceutical research
- Criteria for the validation of surrogate endpoints in randomized experiments.
- Estimating the proportion of treatment effect explained by a surrogate marker by D. Y. Lin, T. R. Fleming and V. De Gruttola, Statistics in Medicine, 16, 1515–1527 (1997)
- Quantifying the indirect treatment effect via surrogate markers
- A method to assess the proportion of treatment effect explained by a surrogate endpoint
- The price of innovation: new estimates of drug development costs.
- Statistical validation of intermediate endpoints for chronic diseases.
- Proportion of treatment effect (PTE) explained by a surrogate marker
- Surrogate endpoints in clinical trials: definition and operational criteria.
- Prentice's Approach and the Meta‐Analytic Paradigm: A Reflection on the Role of Statistics in the Evaluation of Surrogate Endpoints
- Solid partnerships help company expand
Cited by
- Clinical and epidemiological issues and applications of mammographic density
- Statistical evaluation of surrogate markers: Validity, efficiency, and sensitivity
- Endoscopic ulcers as a surrogate marker of NSAID-induced mucosal damage
- Sensitivity in statistical evaluation of biomarkers
- Monitoring Severity of Multiple Organ Dysfunction Syndrome: New and Progressive Multiple Organ Dysfunction Syndrome, Scoring Systems
- Predicted vs observed effectiveness of outer membrane vesicle (OMV) vaccines against meningococcal serogroup B disease: Systematic review.
- Challenges of Modeling Biomarker Effects on Time-to-Event Outcomes
- Process mining of breast cancer care pathways from routine electronic medical records: coordination patterns, bottlenecks, and hospital-level variation
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