Lee, Mei-Ling Ting
Risk Assessment and Evaluation of Predictions
Part I. Risk Assessment in Lifetime Data Analysis
1. Non-proportionality of Hazards in the Competing Risks Framework
Alvaro Muñoz, Alison G. Abraham, Matthew Matheson, Nikolas Wada
2. Semiparametric Inference on the Absolute Risk Reduction and the Restricted Mean Survival Difference
Song Yang
3. Connecting Threshold Regression and Accelerated Failure Time Models
Xin He, G. A. Whitmore
4. Residuals and Functional Form in Accelerated Life Regression Models
Stein Aaserud, Jan Terje Kvaløy, Bo Henry Lindqvist
5. Neyman, Markov Processes and Survival Analysis
Grace Yang
6. Quantiles of Residual Survival
Christopher Cox, Michael F. Schneider, Alvaro Muñoz
Part II. Evaluation of Predictions
7. Methods for Evaluating Prediction Performance of Biomarkers and Tests
Margaret Pepe, Holly Janes
8. Estimating Improvement in Prediction with Matched Case-Control Designs
Aasthaa Bansal, Margaret Sullivan Pepe
9. ROC Analysis for Multiple Markers with Tree-Based Classification
Mei-Cheng Wang, Shanshan Li
10. Assessing Discrimination of Risk Prediction Rules in a Clustered Data Setting
Bernard Rosner, Weiliang Qiu, Mei-Ling Ting Lee
11. Time-Dependent AUC with Right-Censored Data: A Survey
Paul Blanche, Aurélien Latouche, Vivian Viallon
12. Subgroup Specific Incremental Value of New Markers for Risk Prediction
Q. Zhou, Y. Zheng, T. Cai
Part III. Applications
13. Assessing the Effects of Imprinting and Maternal Genotypes on Complex Genetic Traits
Shili Lin
14. Competing Risks Models and Breast Cancer: A Brief Review
Sharareh Taghipour, Dragan Banjevic, Anthony Miller, Bart Harvey
15. Quantifying Relative Potency in Dose-Response Studies
Gregg E. Dinse, David M. Umbach
16. Development and Validation of Exposure Biomarkers to Dietary Contaminants Mycotoxins: A Case for Aflatoxin and Impaired Child Growth
Paul Craig Turner, Barbara Zappe Pasturel
17. Pharmaceutical Risk Assessment and Predictive Enrichment to Maximize Benefit and Minimize Risk: Issues in Product Life Cycle Evaluation
Robert T. O’Neill
18. A Multiple Imputation Approach for the Evaluation of Surrogate Markers in the Principal Stratification Causal Inference Framework
Xiaopeng Miao, Xiaoming Li, Peter B. Gilbert, Ivan S. F. Chan
19. Mapping Return Values of Extreme Wind Speeds
Adam L. Pintar, Franklin T. Lombardo
20. Decision Analysis Methods for Selecting Consumer Services with Attribute Value Uncertainty
Dennis D. Leber, Jeffrey W. Herrmann
21. Evaluating Incremental Values from New Predictors with Net Reclassification Improvement in Survival Analysis
Yingye Zheng, Layla Parast, Tianxi Cai, Marshall Brown
Keywords: Statistics, Statistics for Life Sciences, Medicine, Health Sciences, Statistics, general, Statistics and Computing/Statistics Programs
- Author(s)
- Lee, Mei-Ling Ting
- Gail, Mitchell
- Pfeiffer, Ruth
- Satten, Glen
- Cai, Tianxi
- Gandy, Axel
- Publisher
- Springer
- Publication year
- 2013
- Language
- en
- Edition
- 2013
- Series
- Lecture Notes in Statistics
- Page amount
- 11 pages
- Category
- Natural Sciences
- Format
- Ebook
- eISBN (PDF)
- 9781461489818