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Topics in Applied Statistics

2012 Symposium of the International Chinese Statistical Association

  • Conference proceedings
  • © 2013

Overview

Editors:
  1. Mingxiu Hu

    1. Takeda Pharmaceuticals, Cambridge, USA

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  2. Yi Liu

    1. Takeda Pharmaceuticals, Cambridge, USA

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  3. Jianchang Lin

    1. Takeda Pharmaceuticals, Cambridge, USA

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  • The 2012 symposium features research from high-profile statisticians from the US and around the world
  • The majority of presentations at this annual conference are invited, unlike presentations at many other conferences
  • The presentations were organized by a strong network of statisticians which reinforces the high quality and popularity of the papers

Part of the book series: Springer Proceedings in Mathematics & Statistics (PROMS, volume 55)

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Table of contents (27 papers)

  1. Front Matter

    Pages i-xvii
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  2. Applications in Business and Finance

    1. Front Matter

      Pages 1-1
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    2. Constructing and Evaluating an Autoregressive House Price Index

      • Chaitra H. Nagaraja, Lawrence D. Brown
      Pages 3-12

    3. On Portfolio Allocation: A Comparison of Using Low-Frequency and High-Frequency Financial Data

      • Jian Zou, Hui Huang
      Pages 13-22

    4. Applications of Functional Dynamic Factor Models

      • Spencer Hays, Haipeng Shen, Jianhua Z. Huang
      Pages 23-37

    5. Mixed Modeling for Physician-Direct Campaigns

      • Wei Huang, Lynda S. Gordon
      Pages 39-47

    6. Uplift Modeling Application and Methodology in Database Marketing

      • Junjun Yue
      Pages 49-60

  3. Biomarker Analysis and Personalized Medicine

    1. Front Matter

      Pages 61-61
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    2. Designing Studies for Assessing Efficacy in Mixture Populations

      • Szu-Yu Tang, Eloise Kaizar, Jason C. Hsu
      Pages 63-73

    3. Estimating Subject-Specific Treatment Differences for Risk-Benefit Assessment with Applications to Beta-Blocker Effectiveness Trials

      • Brian Claggett, Lu Tian, Lihui Zhao, Davide Castagno, Lee-Jen Wei
      Pages 75-86

    4. Missing Data in Principal Surrogacy Settings

      • Michael R. Elliott, Yun Li, Jeremy M. G. Taylor
      Pages 87-97

    5. Assessment of Treatment-Mediated Correlation Between a Clinical Endpoint and a Biomarker

      • Peter H. Hu
      Pages 99-110

    6. Biomarker Selection in Medical Diagnosis

      • Man-Jen Hsu, Yuan-Chin Ivan Chang, Huey-Miin Hsueh
      Pages 111-121

  4. Bayesian Statistics in Clinical Trials

    1. Front Matter

      Pages 123-123
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    2. Safety Concerns of the 3+3 Design: A Comparison to the mTPI Design

      • Yuan Ji, Sue-Jane Wang
      Pages 125-135

    3. Bayesian Interim Inference of Probability of Clinical Trial Success

      • Ming-Dauh Wang, Grace Ying Li
      Pages 137-147

    4. Bayesian Survival Analysis Using Log-Linear Median Regression Models

      • Jianchang Lin, Debajyoti Sinha, Stuart Lipsitz, Adriano Polpo
      Pages 149-158

    5. Bayesian Analysis of Survival Data with Semi-competing Risks and Treatment Switching

      • Yuanye Zhang, Qingxia Chen, Ming-Hui Chen, Joseph G. Ibrahim, Donglin Zeng, Zhiying Pan et al.
      Pages 159-169

  5. High Dimensional Data Analysis and Statistical Genetics

    1. Front Matter

      Pages 171-171
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    2. High-Dimensional Ordinary Differential Equation Models for Reconstructing Genome-Wide Dynamic Regulatory Networks

      • Shuang Wu, Zhi-Ping Liu, Xing Qiu, Hulin Wu
      Pages 173-190
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Keywords

About this book

This volume presents 27 selected papers in 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 that cover many topics so that the volume will serve the whole statistical community and a variety of research interests. The papers represent select contributions to the 21st ICSA Applied Statistics Symposium. The International Chinese Statistical Association (ICSA) Symposium took place between the 23rd and 26th of June, 2012 in Boston, Massachusetts. It was co-sponsored by the International Society for Biopharmaceutical Statistics (ISBS) and American Statistical Association (ASA). This is the inaugural proceedings volume to share research from the ICSA Applied Statistics Symposium.

Editors and Affiliations

  • Takeda Pharmaceuticals, Cambridge, USA

    Mingxiu Hu, Yi Liu, Jianchang Lin

About the editors

This volume is presented by the International Chinese Statistical Association (ICSA).

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