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Title Topics in applied statistics : 2012 Symposium of International Chinese Statistical Association / Mingxiu Hu, Yi Liu, Jianchang Lin, editors
Published New York : Springer, 2013
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Description 1 online resource
Series Springer proceedings in mathematics & statistics ; v. 55
Springer proceedings in mathematics & statistics ; v. 55
Contents Applications in Business and Finance. Constructing and Evaluating an Autoregressive House Price Index / Chaitra H. Nagaraja and Lawrence D. Brown -- On Portfolio Allocation: A Comparison of Using Low-Frequency and High-Frequency Financial Data / Jian Zou and Hui Huang -- Applications of Functional Dynamic Factor Models / Spencer Hays, Haipeng Shen and Jianhua Z. Huang -- Mixed Modeling for Physician-Direct Campaigns / Wei Huang and Lynda S. Gordon -- Uplift Modeling Application and Methodology in Database Marketing / Junjun Yue
Biomarker Analysis and Personalized Medicine. Designing Studies for Assessing Efficacy in Mixture Populations / Szu-Yu Tang, Eloise Kaizar and Jason C. Hsu -- Estimating Subject-Specific Treatment Differences for Risk-Benefit Assessment with Applications to Beta-Blocker Effectiveness Trials / Brian Claggett ... et al. -- Missing Data in Principal Surrogacy Settings / Michael R. Elliott, Yun Li and Jeremy M.G. Taylor -- Assessment of Treatment-Mediated Correlation Between a Clinical Endpoint and a Biomarker / Peter H. Hu -- Biomarker Selection in Medical Diagnosis / Man-Jen Hsu, Yuan-Chin Ivan Chang and Huey-Miin Hsueh
Bayesian Statistics in Clinical Trials. Safety Concerns of the 3+3 Design: A Comparison to the mTPI Design / Yuan Ji and Sue-Jane Wang -- Bayesian Interim Inference of Probability of Clinical Trial Success / Ming-Dauh Wang and Grace Ying Li -- Bayesian Survival Analysis Using Log-Linear Median Regression Models / Jianchang Lin ... et al. -- Bayesian Analysis of Survival Data with Semi-competing Risks and Treatment Switching / Yuanye Zhang ... et al. -- High Dimensional Data Analysis and Statistical Genetics. High-Dimensional Ordinary Differential Equation Models for Reconstructing Genome-Wide Dynamic Regulatory Networks / Shuang Wu ... et al. -- Kernel Methods for Regression Analysis of Microbiome Compositional Data / Jun Chen and Hongzhe Li -- A Conditional Autoregressive Model for Detecting Natural Selection in Protein-Coding DNA Sequences / Yu Fan ... et al. -- Dimension Reduction for Tensor Classification / Peng Zeng and Wenxuan Zhong -- Successive Standardization: Application to Case-Control Studies / Bala Rajaratnam ... et al
Survival Analysis. Quantification of PFS Effect for Accelerated Approval of Oncology Drugs / Cong Chen and Linda Z. Sun -- Integrative Analysis of Multiple Cancer Prognosis Datasets Under the Heterogeneity Model / Jin Liu, Jian Huang and Shuangge Ma -- Safety and Risk Analysis. On Analysis of Low Incidence Adverse Events in Clinical Trials / G. Frank Liu -- Statistical Power to Detect Cardiovascular Signals in First-in-Human Trials: Is It Really Small? / Ouhong Wang, Mike Hale and Jing Huang -- Longitudinal and Spatial Data Analysis. Constructing Conditional Reference Charts for Grip Strength Measured with Error / Pedro A. Torres, Daowen Zhang and Huixia Judy Wang -- Hierarchical Bayesian Analysis of Repeated Binary Data with Missing Covariates / Fang Yu ... et al. -- Multi-Regional Clinical Trials. Use of Random Effect Models in the Design and Analysis of Multi-regional Clinical Trials / Yuh-Jenn Wu ... et al. -- In Vitro Drug Combination Studies. Experimental Design for In Vitro Drug Combination Studies / Gregory Hather, Huaihou Chen and Ray Liu
Summary The 21st ICSA Applied Statistics Symposium took place between the 23rd and 26th of June, 2012 in Boston, Massachusetts. The Symposium was co-sponsored by the International Society for Biopharmaceutical Statistics (ISBS) and American Statistical Association (ASA). This is the first proceedings volume to share research from the ICSA Applied Statistics Symposium. The volume consists of 27 selected papers from topics that range from statistical applications in business and finance to applications in clinical trials and biomarker analysis. All papers feature original, peer-reviewed content. The editors intentionally selected papers as broad as possible to serve the whole statistical community and the vast variety in research interests
Bibliography Includes bibliographical references
Notes Print version record
Subject Mathematical statistics -- Congresses.
Genre/Form Conference papers and proceedings.
Conference papers and proceedings.
Form Electronic book
Author Hu, Mingxiu, editor
Liu, Yi, editor
Lin, Jianchang, 1983- editor
International Chinese Statistical Association. Symposium (21st : 2012 : Boston, Mass.)
ISBN 1461478456
1461478464 (electronic bk.)
9781461478454
9781461478461 (electronic bk.)