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Table of Contents
Part I Review of Kai-Tai Fang's Contribution
1 Walking on the Road to the Statistical Pyramid
2 The contribution to experimental designs by Kai-Tai Fang
3 From "Clothing Standard" to "Chemometrics"
4 A Review of Professor Kai-Tai Fang's Contribution to the Education, Promotion, and Advancement of Statistics in China
Part II Design of Experiments
5 Is a Transformed Low Discrepancy Design Also Low Discrepancy?
6 The construction of optimal design for order-of-addition experiment via threshold accepting
7 Construction of Uniform Designs on Arbitrary Domains by Inverse Rosenblatt Transformation
8 Drug Combination Studies, Uniform Experimental Design and Extensions
9 Modified robust design criteria for Poisson mixed models
10 Study of Central Composite Design and Orthogonal Array Composite Design
11 Uniform design on manifold
Part III Multivariate Analysis
12 An Application of the Theory of Spherical Distributions in Multiple Mean Comparison
13 Estimating the Location Vector for Spherically Symmetric Distributions
14 On equidistant designs, symmetries and their violations in multivariate models
15 Estimation of covariance matrix with ARMA structure through quadratic loss function
Part IV Data Mining
16 Depth Importance in Precision Medicine (DIPM): A Tree and Forest Based Method
17 Bayesian Mixture Models with Weight-Dependent Component Priors
18 Cosine Similarity-Based Classifiers for Functional Data
Part V Hypothesis Test and Statistical Models
19 Projection Test with Sparse Optimal Direction for High-dimensional One Sample Mean Problem
20 Goodness-of-fit tests for correlated bilateral data from multiple groups
21 A Bilinear Reduced Rank Model
22 Simultaneous multiple change points estimation in generalized linear models
23 Data-Based Priors for Bayesian Model Averaging
24 Quantile regression with Gaussian kernels.
1 Walking on the Road to the Statistical Pyramid
2 The contribution to experimental designs by Kai-Tai Fang
3 From "Clothing Standard" to "Chemometrics"
4 A Review of Professor Kai-Tai Fang's Contribution to the Education, Promotion, and Advancement of Statistics in China
Part II Design of Experiments
5 Is a Transformed Low Discrepancy Design Also Low Discrepancy?
6 The construction of optimal design for order-of-addition experiment via threshold accepting
7 Construction of Uniform Designs on Arbitrary Domains by Inverse Rosenblatt Transformation
8 Drug Combination Studies, Uniform Experimental Design and Extensions
9 Modified robust design criteria for Poisson mixed models
10 Study of Central Composite Design and Orthogonal Array Composite Design
11 Uniform design on manifold
Part III Multivariate Analysis
12 An Application of the Theory of Spherical Distributions in Multiple Mean Comparison
13 Estimating the Location Vector for Spherically Symmetric Distributions
14 On equidistant designs, symmetries and their violations in multivariate models
15 Estimation of covariance matrix with ARMA structure through quadratic loss function
Part IV Data Mining
16 Depth Importance in Precision Medicine (DIPM): A Tree and Forest Based Method
17 Bayesian Mixture Models with Weight-Dependent Component Priors
18 Cosine Similarity-Based Classifiers for Functional Data
Part V Hypothesis Test and Statistical Models
19 Projection Test with Sparse Optimal Direction for High-dimensional One Sample Mean Problem
20 Goodness-of-fit tests for correlated bilateral data from multiple groups
21 A Bilinear Reduced Rank Model
22 Simultaneous multiple change points estimation in generalized linear models
23 Data-Based Priors for Bayesian Model Averaging
24 Quantile regression with Gaussian kernels.