Contemporary Experimental Design, Multivariate Analysis and Data Mining: Festschrift in Honour of Professor Kai-Tai Fang

Front Matter ....Pages i-xvii
Front Matter ....Pages 1-1
 Walking on the Road to the Statistical Pyramid  (Jianxin Pan, Jiajuan Liang, Guoliang Tian)....Pages 3-19
 The Contribution to Experimental Designs by Kai-Tai Fang  (Min-Qian Liu, Dennis K. J. Lin, Yongdao Zhou)....Pages 21-35
 From “Clothing Standard” to “Chemometrics”  (Ping He, Xiaoling Peng, Qingsong Xu)....Pages 37-48
 A Review of Prof. Kai-Tai Fang’s Contribution to the Education, Promotion, and Advancement of Statistics in China  (Gang Li, Xiaoling Peng)....Pages 49-65
Front Matter ....Pages 67-67
 Is a Transformed Low Discrepancy Design Also Low Discrepancy?  (Yiou Li, Lulu Kang, Fred J. Hickernell)....Pages 69-92
 The Construction of Optimal Design for Order-of-Addition Experiment via Threshold Accepting  (Peter Winker, Jianbin Chen, Dennis K. J. Lin)....Pages 93-109
 Construction of Uniform Designs on Arbitrary Domains by Inverse Rosenblatt Transformation  (Mei Zhang, Aijun Zhang, Yongdao Zhou)....Pages 111-126
 Drug Combination Studies, Uniform Experimental Design and Extensions  (Ming T. Tan, Hong-Bin Fang)....Pages 127-144
 Modified Robust Design Criteria for Poisson Mixed Models  (Hongyan Jiang, Rongxian Yue)....Pages 145-161
 Study of Central Composite Design and Orthogonal Array Composite Design  (Si Qiu, Minyu Xie, Hong Qin, Jianhui Ning)....Pages 163-175
 Uniform Design on Manifold  (Yu Tang)....Pages 177-186
Front Matter ....Pages 187-187
 An Application of the Theory of Spherical Distributions in Multiple Mean Comparison  (Jiajuan Liang, Man-Lai Tang, Jing Yang, Xuejing Zhao)....Pages 189-199
 Estimating the Location Vector for Spherically Symmetric Distributions  (Jian-Lun Xu)....Pages 201-215
 On Equidistant Designs, Symmetries and Their Violations in Multivariate Models  (Milan Stehlík, Mirtha Pari Ruiz, Silvia Stehlíková, Ying Lu)....Pages 217-225
 Estimation of Covariance Matrix with ARMA Structure Through Quadratic Loss Function  (Defei Zhang, Xiangzhao Cui, Chun Li, Jianxin Pan)....Pages 227-239
Front Matter ....Pages 241-241
 Depth Importance in Precision Medicine (DIPM): A Tree and Forest Based Method  (Victoria Chen, Heping Zhang)....Pages 243-259
 Bayesian Mixture Models with Weight-Dependent Component Priors  (Elaheh Oftadeh, Jian Zhang)....Pages 261-276
 Cosine Similarity-Based Classifiers for Functional Data  (Tianming Zhu, Jin-Ting Zhang)....Pages 277-292
Front Matter ....Pages 293-293
 Projection Test with Sparse Optimal Direction for High-Dimensional One Sample Mean Problem  (Wanjun Liu, Runze Li)....Pages 295-309
 Goodness-of-fit Tests for Correlated Bilateral Data from Multiple Groups  (Xiaobin Liu, Chang-Xing Ma)....Pages 311-327
 A Bilinear Reduced Rank Model  (Chengcheng Hao, Feng Li, Dietrich von Rosen)....Pages 329-340
 Simultaneous Multiple Change Points Estimation in Generalized Linear Models  (Xiaoying Sun, Yuehua Wu)....Pages 341-356
 Data-Based Priors for Bayesian Model Averaging  (M. Ai, Y. Huang, J. Yu)....Pages 357-372
 Quantile Regression with Gaussian Kernels  (Baobin Wang, Ting Hu, Hong Yin)....Pages 373-386