New Developments in Statistical Modeling, Inference and Application: Selected Papers from the 2014 ICSA/KISS Joint Applied Statistics Symposium in Portland, OR

✍ Scribed by Zhezhen Jin, Mengling Liu, Xiaolong Luo (eds.)

Publisher: Springer International Publishing
Year: 2016
Tongue: English
Leaves: 218
Series: ICSA Book Series in Statistics
Edition: 1
Category: Library

No coin nor oath required. For personal study only.

✦ Synopsis

The papers in this volume represent the most timely and advanced contributions to the 2014 Joint Applied Statistics Symposium of the International Chinese Statistical Association (ICSA) and the Korean International Statistical Society (KISS), held in Portland, Oregon. The contributions cover new developments in statistical modeling and clinical research: including model development, model checking, and innovative clinical trial design and analysis. Each paper was peer-reviewed by at least two referees and also by an editor. The conference was attended by over 400 participants from academia, industry, and government agencies around the world, including from North America, Asia, and Europe. It offered 3 keynote speeches, 7 short courses, 76 parallel scientific sessions, student paper sessions, and social events.

✦ Table of Contents

Front Matter....Pages i-xiv
Front Matter....Pages 1-1
Dual Model Misspecification in Generalized Linear Models with Error in Variables....Pages 3-35
Joint Analysis of Longitudinal Data and Informative Observation Times with Time-Dependent Random Effects....Pages 37-51
A Markov Switching Model with Stochastic Regimes with Application to Business Cycle Analysis....Pages 53-76
Direction Estimation in a General Regression Model with Discrete Predictors....Pages 77-88
Front Matter....Pages 89-89
Futility Boundary Design Based on Probability of Clinical Success Under New Drug Development Paradigm....Pages 91-105
Bayesian Modeling of Time Response and Dose Response for Predictive Interim Analysis of a Clinical Trial....Pages 107-119
An ROC Approach to Evaluate Interim Go/No-Go Decision-Making Quality with Application to Futility Stopping in the Clinical Trial Designs....Pages 121-147
Front Matter....Pages 149-149
Recent Advancements in Geovisualization, with a Case Study on Chinese Religions....Pages 151-166
The Efficiency of Next-Generation Gibbs-Type Samplers: An Illustration Using a Hierarchical Model in Cosmology....Pages 167-184
Dynamic Spatial Pattern Recognition in Count Data....Pages 185-202
Bias-corrected Estimators of Scalar Skew Normal....Pages 203-214

✦ Subjects

Statistics for Life Sciences, Medicine, Health Sciences;Statistical Theory and Methods;Biostatistics;Probability and Statistics in Computer Science

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