Risk assessment and evaluation of predictions [on October 12 - 14, 2011, the Biostatistics and Risk Assessment Center (BRAC) and the Department of Epidemiology and Biostatistics of the University of Maryland hosted an international conference entitled "Risk Assessment and Evaluation of Predictions"]
Risk assessment in lifetime data alalysis: Non-proportionality of hazards in the competing risks framework ; Semiparametric inference on the absolute risk reduction and the restricted mean survival difference ; Connecting threshold regression and accelerated failure time models ; Residuals and funct...
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| Format: | UnknownFormat |
| Sprache: | eng |
| Veröffentlicht: |
New York, Heidelberg u.a.
Springer
2013
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| Schriftenreihe: | Lecture notes in statistics
210 : proceedings |
| Schlagworte: | |
| Online Zugang: | Inhaltsverzeichnis Cover Inhaltstext |
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| Zusammenfassung: | Risk assessment in lifetime data alalysis: Non-proportionality of hazards in the competing risks framework ; Semiparametric inference on the absolute risk reduction and the restricted mean survival difference ; Connecting threshold regression and accelerated failure time models ; Residuals and functional form in accelerated life regression ; Neyman, Markov processes and survival analysis ; Quantiles of residual survivalEvaluation of predictions: Methods for evaluating prediction performance of biomarkers and tests ; Estimating improvements in prediction with matched case-control designs ; ROC analysis for multiple markers with tree-based classification ; Assessing discrimination of risk prediction rules in a clustered data setting ; Time-dependent AUC with right-censored data : a survey ; Subgroup specific incremental value of new markers for risk prediction -- Applications: Assessing the effects of imprinting and maternal genotypes on complex genetic traits ; Competing risks models and breast cancer : a brief review ; Quantifying relative potency in dose-response studies ; Development and validation of exposure biomarkers to dietary contaminants mycotoxins : a case for aflatoxin and impaired child growth ; Pharmaceutical risk assessment and predictive enrichment to maximize benefit and minimize risk : issues in product life cycle evaluation ; A multiple imputation approach for the evaluation of surrogate markers in the principal stratification causal inference framework ; Mapping return values of extreme wind speeds ; Decision analysis methods for selecting consumer services with attribute value uncertainty ; Evaluating incremental values form new predictors with net reclassification improvement in survival analysis. |
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| Beschreibung: | Literaturangaben |
| Beschreibung: | XI, 445 S. graph. Darst. 235 mm x 155 mm |
| ISBN: | 9781461489801 978-1-4614-8980-1 |