Fan J., Li G. (Eds.) Contemporary Multivariate Analysis and Design of Experiments

World Scientific, 2005. – 468 p. – ISBN: 981256120X, 9789812561206This book furthers new and exciting developments in experimental designs, multivariate analysis, biostatistics, model selection and related subjects. It features articles contributed by many prominent and active figures in their fields. These articles cover a wide array of important issues in modern statistical theory, methods and their applications. Distinctive features of the collections of articles are their coherence and advance in knowledge discoveries.A Conversation with Kai-Tai Fang – Agnes W. L. Loie
A Tribute to Professor Kai-Tai Fang – Agnes W. L. Loie
Publications – Kai-Tai Fang
Multivariate Analysis
Multidimensional Variation for Quasi-Monte Carlo – Art B. Owen
Higher Order Power Properties of Empirical Discrepancy Statistics – Rahul Mukerjee
Modelling Multivariate Volatilities: An Ad Hoc Method – Mingjin Wang, Qiwei Yao
Some Recent Advances in Two-level Structural Equation Models: Estimation, Testing and Robustness – Peter M. Bentler, Jiajuan Liang, Ke-Hai Yuan
Dependence Patterns of Random Variables: Geometric Properties of Copulas – Hong-Bin Fang, Samuel Kotz, Gang Wei
Modelling Mean-Covariance Structures in the Growth Curve Model – Jianxin Pan, Dietrich von Rosen
On Kotz-Type Elliptical Distributions – Tonu Kollo, Anu Roos
Experimental Design
Optimized Two-Step Sequential [/-Type Designs – Peter Winker
Granularity and Balance in Experimental Design – Fred J. Hickernell
A New Class of Latin Hypercube for Computer Experiments – Scott D. Beattie, Dennis K. J. Lin
Discrete Discrepancy and Its Application in Experimental Design – Min-Qian Liu, Hong Qin, Min- Yu Xie
Orthogonal Arrays of 2 and 3 levels for Lean Designs – Chang-Xing Ma, Ling- Yau Chan
Quasi-Random Sampling for Estimation of Integrals of Random Fields – Yingcai Su
Uniform Sampling and Saddlepoint Approximation for Probabilistic Sensitivity Analysis in Engineering Design – Agus Sudjianto, Xiaoping Du and Wei Chen
Schur-Convex Discrimination of Designs Using Power and Exponential Kernels – Aijun Zhang
Advances in Biostatistics
An Overview on Variable Selection for Survival Analysis – Jianqing Fan, Gang Li, Runze Li
Empirical Likelihood in Survival Analysis – Gang Li, Runze Li, Mai Zhou
Statistical Analysis for Tumor Xenograft Experiments in Drug Development – Ming Tan, Hong-Bin Fang, Guo-Liang Tian
Estimating Secondary Parameters after Termination of a Multivariate Group Sequential Test – Chengqing Wu, Aiyi Liu, Kai F. Yu
Advance in Statistics
Penalized M-Estimation-Based Model Selection for Regression by Cross-Validation – Yuehua Wu
Order-dependent Thresholding with Applications to Regression Splines – Jin-Ting Zhang
A New Transformed Two-Sample i-Test – Hanfeng Chen, Md. Khairul Islam
On Improved Estimates of Location in the Presence of an Unknown Scale – Jian-Lun Xu