(CT001) Theme: Spatial-temporal Data |
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Chair: Hsin-Cheng Huang, Academia Sinica |
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ShengLi Tzeng, China Medical University
An Extension of Fixed Rank Kriging for Fast Multivariate Spatial Prediction
[abs]
Jing Shen, Nanjing Forestry University
The Nonlinear Model of Driving Factor Region of Construction Sites Using Bayes Method --- A Study Case in Costal Region of Jiangsu Province, China
[abs]
Kwong Ip Liu, Hong Kong Baptist University
Stationarity Tests for Spatial Point Processes Using Discrepancies
[abs]
Whitney Huang, Purdue University
Dependence Modeling of Spatio-temporal Weather Extreme Events
[abs]
Hsin-Cheng Huang, Academia Sinica
Nonstationary Spatial Modeling Using Penalized Likelihood
[abs]
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(CT002) Theme: Bayesian Methods for Spatial Data |
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Chair: Jane Law, University of Waterloo |
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Ka Shing Chan, The Hong Kong University of Science and Technology
A Hierarchical Bayesian Approach to Model Extreme Precipitation Risk
[abs]
Yixin, Wang, The Hong Kong University of Science and Technology
Bayesian Hierarchical Spatial-temporal Models
[abs]
Cheng Tin Gan, Florida International University
Comparison of Empirical Bayes and Full Bayes Approaches in Traffic Safety Analysis
[abs]
Jane Law, University of Waterloo
Bayesian Hierarchical Model for Analysis of Space-time Data in Social Science Research
[abs]
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(CT003) Theme: Categorical and Ordinal Data I |
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Chair: Yonggang Zhao, Skyview Research |
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Tong-Yu Lu, China Jiliang University
Comparison of Two Treatments with Skewed Ordinal Data
[abs]
Yueqiong Lin, Fuzhou University
Stepwise Testing Procedures for Comparing Several Treatments with a Control for Ordered Categorical Responses
[abs]
Fanghu Dong, The University of Hong Kong
Fast Estimation of a Flexible Categorical Data Model that Handles Missing Data Based on an Algebraic Technique
[abs]
Yonggang Zhao, Skyview Research
Comparisons of Between-test Diagnostic Accuracy Based on Dependent Ordinal Data in Presence of Multiple Thresholds
[abs]
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(CT004) Theme: Categorical and Ordinal Data II |
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Chair: Anandamayee Majumdar, Soochow University |
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Jingjing Guan, City University of Hong Kong
An Arbitrary Point-inflated Count Regression Approach for Forecasting Customer Click-through Behaviors in Internet Markets
[abs]
Shih-hao Huang, National Sun Yat-sen University
Robust Designs for Probability Estimation in Binary Response Experiments
[abs]
Yin Liu, The University of Hong Kong
Logistic Regression Analysis of Non-randomized Response Data Collected via the Parallel Model in Sensitive Surveys
[abs]
Anandamayee Majumdar, Soochow University
Bivariate Zero Inflated Regression for Count Data
[abs]
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(CT005) Theme: Longitudinal Data |
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Chair: Jennifer So-Kuen Chan, Sydney University |
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Qiuju Li, The University of Manchester
Inference for Joint Modelling of Survival and Longitudinal Data
[abs]
Depeng Jiang, University of Manitoba
Joint Modeling Longitudinal and Time-to-Event Data: A Mixture Model Approach
[abs]
Osamu Komori, The Institute of Statistical Mathematics
Assessment of Fishery Status Based on a Boosting Method
[abs]
Shu-Fu Kuo, National Health Research Institutes
Assessing the Relationship of Evolutionary Rates and Functional Variables by Generalized Estimating Equations for Mixture Distribution
[abs]
Chenguang Wang, Johns Hopkins University
A Sensitivity Analysis Model for Longitudinal Data with Nonignorable Intermittent Missingness
[abs]
Jennifer So-Kuen Chan, Sydney University
Bayesian Approach to Analysing Longitudinal Bivariate Binary Data with Informative Dropout
[abs]
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(CT006) Theme: Model and Variable Selection |
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Chair: Hongmei Zhang, University of Memphis |
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Linda S. L. Tan, National University of Singapore
Variational Greedy Algorithm for Clustering of Grouped Data
[abs]
Matthias Hwai Yong Tan, City University of Hong Kong
Sequential Bayesian Polynomial Chaos Model Selection for Estimation of Sensitivity Indices
[abs]
HaiYing Wang, University of New Hampshire
The Focused and Model Average Estimation for Panel Count Data
[abs]
Chi-Hsiang Chu, National University of Kaohsiung
Bayesian Sparse Group Selection
[abs]
Chih-Hao Chang, Academia Sinica
Asymptotic Theory for Geostatistical Regression Model Selection
[abs]
Chia-Jung Chang, Pennsylvania State University
Model Calibration Through Minimal Adjustments
[abs]
Hongmei Zhang, University of Memphis
Bayesian Variable Selection in Linear and Semi-parametric Models
[abs]
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(CT007) Theme: DNA, RNA, Gene, Microarray and Biomarker Data I |
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Chair: Nelson Tang, The Chinese University Hong Kong |
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Jin Zhou, University of Arizona
Integrating Multiple Correlated Phenotypes for Genetic Association Analysis by Maximizing Heritability
[abs]
Shaoyu Li, St Jude Children's Research Hospital
A Novel Entropy Based Approach for Detecting Maternal-fetal Genotype Incompatibility
[abs]
Chen-An Tsai, National Taiwan University
Gene Set Association Analysis Using the Coefficient of Intrinsic Dependence
[abs]
Li Guo, Nanjing Medical University
Close Associations between IsomiRs and miRNAs Reveals Evolutionary and Functional Relationships
[abs]
Nelson Tang, The Chinese University Hong Kong
Analysis of Technical and Biological Variances in RNA-seq Data: Implication in Statistical Analysis of Gene Expression
[abs]
Jin Liu, University of Illinois at Chicago
A Penalized Multi-trait Mixed Model for Association Mapping in Pedigree-based GWAS
[abs]
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(CT008) Theme: DNA, RNA, Gene, Microarray and Biomarker Data II |
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Chair: Jingyi Jessica Li, University of California at Los Angeles |
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Dongmei Li, University of Hawaii at Manoa
An Evaluation of Statistical Methods for Differential DNA Methylation Microarray Data Analysis
[abs]
Yi-Chiung Hsu, Academia Sinica
Integrative Analysis of Invasion Signature and Drug Responsiveness in NCI60 Cancer Cell Lines
[abs]
Youyi Fong, Fred Hutchinson Cancer Research Center
AUC Maximization via Difference of Convex Functions Methods
[abs]
Ying Huang, Fred Hutchinson Cancer Research Center
Robust Kernel Method for Identifying Marker Combinations in Treatment Selection
[abs]
Jingyi Jessica Li, University of California at Los Angeles
Joint Sparse Modeling of Multiple RNA-Seq Samples for mRNA Isoform Discovery and Abundance Estimation
[abs]
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(CT009) Theme: Clinical and Pre-clinical Trials I |
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Chair: Yi Cheng, Beijing Novartis Pharma Co., Ltd. |
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Yunzhi Lin, AbbVie
Multiple Testing in Clinical Trials: Some New Applications
[abs]
Jun Ke, Fudan University
Bayesian Design and Analysis of Bridging Non-inferiority Clinical Trials
[abs]
Yanqing Yi, Memorial University of Newfoundland
Memorial University of Newfoundland, Dynamic Programming and Optimal Designs of Adaptive Clinical Trials
[abs]
Yi Cheng, Beijing Novartis Pharma Co., Ltd.
Continual Reassessment Method and Its Modifications for Phase I Oncology Clinical Trials
[abs]
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(CT010) Theme: Clinical and Pre-clinical Trials II |
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Chair: Hong-Bin Fang, Georgetown University |
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Toshimitsu Hamasaki, Osaka University Graduete School of Medicine
Sample Size Considerations When Using Multiple Co-primary Endpoints for Comparing Two Interventions in Clinical Trials
[abs]
Xuan Li, University of Minnesota Duluth
On Variance-Penalized Mean for Response Adaptive Designs with Misclassified Responses
[abs]
Zhengjia Chen, Emory University
Bayesian Adaptive Approach: Dose Escalation with Over Dose and Under Dose Control for Phase I/II Clinical Trials
[abs]
Hong-Bin Fang, Georgetown University
Design and Statistical Analysis for Three-Drug Combination Studies
[abs]
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(CT011) Theme: Regression I |
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Chair: Xue Wang, University of Kent |
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Steve Su, Covance Pty Ltd.
Flexible Parametric Quantile Regression Model
[abs]
Ka Yiu Wong, Hong Kong Baptist University
An Iterative Approach to Minimize the Mean Squared Error in Ridge Regression
[abs]
Fang Wan, University of Southampton
Confidence Set for a Maximum Point of a Univariate Polynomial Regression Function in a Given Interval with Extensions to Other Models
[abs]
Xu Guo, Hong Kong Baptist University
Model Checking for General Linear Regression with Nonignorable Missing Response
[abs]
Wenqian Wang, Hong Kong Baptist University
Estimating Variances in Semiparametric model Using Local Averaging
[abs]
Xue Wang, University of Kent
Application of an Online Bayesian Mixture Model to High Precision Sensors
[abs]
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(CT012) Theme: Regression II |
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Chair: K. F. Geoffrey Tso, City University of Hong Kong |
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Wenlin Dai, Hong Kong Baptist University
Variance Estimation in Nonparametric Regression with Jump Discontinuities
[abs]
Yang Han, University of Southampton
Simultaneous Tolerance Bands and Calibration in Linear Regression
[abs]
Ping He, BNU-HKBU United International College
Adaptive Iteratively Re-weighted Penalized Regression Splines for Baseline Correction
[abs]
Yuan Yao, Hong Kong Baptist University
Regression Analysis with Response-biased Sampling
[abs]
K. F. Geoffrey Tso, City University of Hong Kong
Modeling Household Energy Consumption with Survey Data via Ridge Regression, the LASSO and the Elastic Net
[abs]
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(CT013) Theme: Finance, Risk and Time Series I |
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Chair: Cathy W. S. Chen, Feng Chia University |
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Marc Paolella, University of Zurich
Sharpening Sharpe: Using Conditional Measures with non-Gaussian DCC Models for Improved Portfolio Performance
[abs]
Lili Wang, Zhejiang Unviersity
Limiting Spectral Distribution of Normalized Autocovariance Matrices of Linear Time Series with Commuting Coefficients when $p, n \to \infty,~p/n \to 0$
[abs]
Chao Hui Koo, Tilburg University
Jump-preserving Functional-coefficient Models for Nonlinear Time Series
[abs]
Hongbo Xie, University of New South Wales
Decomposition of Time Series by Symplectic Geometry Spectrum Analysis
[abs]
Yuk Ting Yeung, The Hong Kong University of Science and Technology
Cross-sectional Vine Copula Factor Model
[abs]
Cathy W. S. Chen, Feng Chia University
Pairs Trading via Multiple-regime Financial Time Series Models
[abs]
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(CT014) Theme: Finance, Risk and Time Series II |
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Chair: Tiong Wee Lim, National University of Singapore |
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Yushu Li, Norwegian School of Economics
Use Wavelet Methods to Deal with Irregular and Large Time Series Data
[abs]
Hyejin Song, Ewha Womans University
Breaks and Long Memory in Modeling and Forecasting Realized Volatility
[abs]
Sooin Yun, Ewha Womans University
Forecasting Volatility and Examining Spill-over Effect with Realized Variations
[abs]
Alice Xiaodan Dong, Sydney University
Bayesian Analysis of Loss Reserving Using Dynamic Models with Generalized Beta Distribution
[abs]
Siu Wa Ray Chung, The Hong Kong University of Science and Technology
Conditional Quantile Estimation in Heteroskedastic Time Series Models
[abs]
Zan Zhao, Central University of Finance and Economics
Measuring Longevity Risk with Stochastic Mortality Models Using Data From Beijing
[abs]
Tiong Wee Lim, National University of Singapore
An Adaptive Control Approach to Hedging Options with Transaction Costs
[abs]
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(CT015) Theme: Dimension Reduction |
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Chair: Heng-Hui Lue, Tunghai University |
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Yuan Xue, University of International Business and Economics
Sufficient Dimension Folding for Regression Mean Function
[abs]
Ping Xu, University of South Florida
Dimensionality Reduction Using Bootstrapped ROC Curves
[abs]
Yunju Im, Ewha Womans University
Canonical Correlation Analysis without Matrix Inversion
[abs]
Heng-Hui Lue, Tunghai University
An Adaptive Estimation Mmethod for Dimension Reduction with Application to Functional Response Data
[abs]
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(CT016) Theme: Censored Data and Survival Analysis |
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Chair: Antai Wang, New Jersey Institute of Technology |
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Dion Chen, Janssen Research & Development, LLC
Adjusted Maximum Empirical Likelihood Models with Estimating Equations in Heavily Censored Time-to-Event Data Analyses
[abs]
Yuan Geng, Boehringer Ingelheim
Variable Selection for Optimal Treatment Regimes with Censored Survival Data
[abs]
Kwun Chuen Gary Chan, University of Washington
Survival Analysis without Survival Data
[abs]
Antai Wang, New Jersey Institute of Technology
Properties of the Marginal Survival Functions for Dependent Censored Data under an assumed Archimedean Copula
[abs]
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(CT017) Theme: Estimation and Prediction I |
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Chair: Boris Choy, University of Sydney |
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Nan-Jung Hsu, National Tsing-Hua University
Dynamic Warranty Prediction for Highly Reliable Products
[abs]
Haydar Demirhan, Hacettepe University
A Generalized Gumbel Distribution and Its Bayesian Estimation
[abs]
Aditi Gangopadhyay, Indian Institute of Technology Roorkee
Generalized Boolean Functions with Noise
[abs]
Boris Choy, University of Sydney
A New Method to Estimate the Shape Parameter of a Symmetric Distribution
[abs]
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(CT018) Theme: Estimation and Prediction II |
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Chair: Hua Zhou, North Carolina State University |
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Xiaolei Xun, Novartis
Parameter Estimation of Partial Differential Equation Models
[abs]
Jiajia Yan, University of Wolverhampton
Robust Statistics for Diffusion Tensor Estimation
[abs]
Thanakorn Nitithumbundit, University of Sydney
Application of Scale Mixture Models with EM Methods
[abs]
Hua Zhou, North Carolina State University
Tensor Regression with Applications in Neuroimaging Data Analysis
[abs]
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(CT019) Theme: High-dimensional Data |
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Chair: Ping Li, Rutgers University |
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Xiangyu Chang, Xi'an Jiaotong University
Sparse K-Means with $\ell_q(0 \leq q \leq 1)$ Penalty for High-Dimensional Data
[abs]
Qinwen Wang, Zhejiang University
On the Sphericity Test with Large-dimensional Observations
[abs]
Kai Dong, Hong Kong Baptist University
Improved Diagonal Hotelling Test for High-dimensional Data
[abs]
Ying Zhu, Nanyang Technological University
A Two-stage Bayesian Image Classification Model
[abs]
Sungim Lee, Dankook University
Joint Multivariate Control Charts with Both the First Few and the Remaining Principal Components
[abs]
Jing Ma, University of Michigan
Network-Based Pathway Enrichment Analysis with Incomplete Network Information
[abs]
Ping Li, Rutgers University
BigData: Probabilistic Methods for Efficient Search and Statistical Learning with Extremely High-dimensional Data
[abs]
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(CT020) Theme: Computational Methods |
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Chair: Ting-Li Chen, Academia Sinica |
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Bin Liu, Nanjing University of Posts and Telecommunications
Bayesian Computational Methods for Interdisciplinary Applications in Astronomy and Wireless Communications
[abs]
Han Li, The Chinese University of Hong Kong
Mixture Relabeling by Matching Latent Allocation Variables to Reference Labels
[abs]
Xiao-Le Yue, Northwestern Polytechnical University
Probabilistic Density Function of a Piezomagnetoelastic Structure under Poisson White Noise Excitation
[abs]
Yao Wang, Xi'an Jiaotong University
Folded Concave Penalization Methods for Learning Low-rank and Sparse Matrices from Compressive Measurements
[abs]
Taichi Wang, Academic Sinica
An Integer Linear Programming Method for Finding the Optimal Resolution of Quaternary Code Designs
[abs]
Ting-Li Chen, Academia Sinica
On Locally Optimal Markov Chain Monte Carlo Sampling
[abs]
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(CT021) Theme: Statistical Inference |
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Chair: Jianan Peng, Acadia University |
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Xuehu Zhu, Hong Kong Baptist University
Consistent Test for Positive Expectation Dependence
[abs]
Chun Li, The Chinese University of Hong Kong
Theory Type of Criteria for Graphical Model Studies
[abs]
Wai Ming Li, Hong Kong University of Science and Technology
On a Mixture of Gaussian Copula Graphical Model
[abs]
Wanpen Chantarangsi, University of Southampton
Normal Probability Plots with Confidence
[abs]
Shu-Hui Hsieh, Academia Sinica
Surveying Multiple Sensitive Attributes Using Randomized Response Design
[abs]
Jianan Peng, Acadia University
Simultaneous Confidence Bounds in Monotone Dose–response Studies
[abs]
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