Chen, Kun
Statistical Applications from Clinical Trials and Personalized Medicine to Finance and Business Analytics
Part I. Biomarker and Personalized Medicine
1. Optimal Biomarker-Guided Design for Targeted Therapy with Imperfectly Measured Biomarkers
Yong Zang, Ying Yuan
2. Statistical Considerations for Evaluating Prognostic Biomarkers: Choosing Optimal Threshold
Zheng Zhang
3. Accuracy of Meta-Analysis Using Different Levels of Diagnostic Accuracy Measures
Yanyan Song, Ying Lu, Lu Tian
Part II. Bayesian Methods and Applications
4. Bayesian Frailty Models for Multi-State Survival Data
Mário Castro, Ming-Hui Chen, Yuanye Zhang
5. Bayesian Integration of In Vitro Biomarker to Analysis of In Vivo Safety Assessment
Ming-Dauh Wang, Alan Y. Chiang
6. A Phase II Trial Design with Bayesian Adaptive Covariate-Adjusted Randomization
Jianchang Lin, Li-An Lin, Serap Sankoh
Part III. Dose Ranging Studies in Clinical Trials
7. Sample Size Allocation in a Dose-Ranging Trial Combined with PoC
Qiqi Deng, Naitee Ting
8. Personalized Effective Dose Selection in Dose Ranging Studies
Xiwen Ma, Wei Zheng, Yuefeng Lu
Part IV. Innovative Clinical Trial Designs and Analysis
9. Evaluation of Consistency Requirements in Multi-Regional Clinical Trials with Different Endpoints
Zhaoyang Teng, Jianchang Lin, Bin Zhang
10. A Statistical Decision Framework Applicable to Multipopulation Tailoring Trials
Brian A. Millen
11. Assessing Benefit and Consistency of Treatment Effect Under a Discrete Random Effects Model in Multiregional Clinical Trials
Jung-Tzu Liu, Chi-Tian Chen, K. K. Gordon Lan, Chyng-Shyan Tzeng, Chin-Fu Hsiao, Hsiao-Hui Tsou
12. Design and Analysis of Multiregional Clinical Trials in Evaluation of Medical Devices: A Two-Component Bayesian Approach for Targeted Decision Making
Yunling Xu, Nelson Lu, Ying Yang
13. Semiparametric Analysis of Interval-Censored Survival Data with Median Regression Model
Jianchang Lin, Debajyoti Sinha, Stuart Lipsitz, Adriano Polpo
14. Explained Variation for Correlated Survival Data Under the Proportional Hazards Mixed-Effects Model
Gordon Honerkamp-Smith, Ronghui Xu
15. Some Misconceptions on the Use of Composite Endpoints
Jianjun (David) Li, Jin Xu
Part V. Clinical and Safety Monitoring in Clinical Trials
16. A Statistical Model for Risk-Based Monitoring of Clinical Trials
Gregory J. Hather
17. Blinded Safety Signal Monitoring for the FDA IND Reporting Final Rule
Greg Ball, Patrick M. Schnell
Part VI. Statistical Applications in Nonclinical and Preclinical Drug Development
18. Design and Statistical Analysis of Multidrug Combinations in Preclinical Studies and Phase I Clinical Trials
Ming T. Tan, Hong-Bin Fang, Hengzhen Huang, Yang Yang
19. Statistical Methods for Analytical Comparability
Leslie Sidor
20. Statistical Applications for Biosimilar Product Development
Richard Montes, Bryan Bernat, Catherine Srebalus-Barnes
Part VII. Statistical Learning Methods and Applications with Large-scale Data
21. A Statistical Method for Change-Set Analysis
Pei-Sheng Lin, Jun Zhu, Shu-Fu Kuo, Katherine Curtis
22. An Alarm System for Flu Outbreaks Using Google Flu Trend Data
Gregory Vaughan, Robert Aseltine, Sy Han Chiou, Jun Yan
23. Identifying Gene-Environment Interactions with a Least Relative Error Approach
Yangguang Zang, Yinjun Zhao, Qingzhao Zhang, Hao Chai, Sanguo Zhang, Shuangge Ma
24. Partially Supervised Sparse Factor Regression For Multi-Class Classification
Chongliang Luo, Dipak Dey, Kun Chen
Part VIII. Statistical Applications in Business and Finance
25. A Bivariate Random-Effects Copula Model for Length of Stay and Cost
Xiaoqin Tang, Zhehui Luo, Joseph C. Gardiner
Avainsanat: Statistics, Statistics for Life Sciences, Medicine, Health Sciences, Statistical Theory and Methods, Biostatistics, Probability and Statistics in Computer Science
- Toimittaja
- Chen, Kun
- Hu, Xiaowen
- Lin, Jianchang
- Liu, Ray
- Wang, Bushi
- Julkaisija
- Springer
- Julkaisuvuosi
- 2016
- Kieli
- en
- Painos
- 1
- Sarja
- ICSA Book Series in Statistics
- Sivumäärä
- 15 sivua
- Kategoria
- Eksaktit luonnontieteet
- Tiedostomuoto
- E-kirja
- eISBN (PDF)
- 9783319425689
- Painetun ISBN
- 978-3-319-42567-2