Speakers
Plenary Speakers
- Richard Davis (Columbia University)
Presentation Title: Extreme Value Analysis Without the Largest Values: What Can Be Done? - Phil Duxbury (Michigan State University)
Presentation Title: Three Vignettes at the Interface of Statistics, Algorithms and Statistical Physics: Random Fields in Ising Systems; Image Reconstruction and Beam Emittance - Philip Ernst (Rice University)
Presentation Title: Optimal Real-time Detection of a Drifting Brownian Coordinate and Statistical Inference for Paths of Stochastic Processes - Jianqing Fan (Princeton University)
Presentation Title: Farming in Data Rich Environment - Joseph Gardiner (Michigan State University)
Presentation Title: Competing Risks Analyses: Overview of Regression Models - Tailen Hsing (University of Michigan)
Presentation Title: Model and Inference of Local Stationarity - Richard Johnson (University of Wisconsin, Madison)
Presentation Title: Some Comments on the Izawa Bivariate Gamma Distribution - S.N. Lahiri (North Carolina State University)
Presentation Title: On Limit Horizons in High Dimensional Inference - Regina Liu (Rutgers University)
Presentation Title: Prediction with Confidence – a General Framework for Predictive Inference - Ursula Mueller (Texas A&M University)
Presentation Title: Residual-based Inference for Semiparametric Models - Lianfen Qian (Florida Atlantic University)
Presentation Title: Estimating Parameters of a Frailty Semi-competing Model with Measurement Errors in Covariates - Annie Qu (University of Illinois at Urbana-Champaign)
Presentation Title: Multilayer Tensor Factorization with Applications to Recommender Systems - Anton Schick (SUNY Binghamton)
Presentation Title: Estimation of the Error Distribution Function in a Varying Coefficient Regression Model - Donatas Surgailis (Vilnius University, Lithuania)
Presentation Title: Testing for Long Memory in Random-coefficient AR(1) Panel
Invited Speakers
- Richard Baillie (Michigan State University)
Presentation Title: The Heterogeneous Autoregressive Model; the Role of Long Memory in Realized Volatility - Somnath Datta (University of Florida)
Presentation Title: Adjustments of Multi-Sample U-Statistics to Right Censored Data and Confounding Covariates - Liudas Giraitis (Queen Mary University of London, UK)
Presentation Title: Inference on Time Series with Changing Mean and Variance (joint with V Dalla and PM Robinson) - KIM Kun Ho (Hanyang University, Seoul, South Korea)
Presentation Title: Forward Premium Anomaly: A New Insight through Time-varying Parameter Approach - Jana Jureckova (Charles University, Prague, Czechia)
Presentation Title: Testing the Tail Index in AR Model and Average AR Quantile - LI Yi (University of Michigan)
Presentation Title: Multiclass Linear Discriminant Analysis with Ultrahigh-Dimensional Features - Alexander Sakhanenko (Sobolev Institute of Mathematics and Novosibirsk State University, Russia)
Presentation Title: On Accuracy of Approximation in Koul's Theorem for Weighted Empirical - Peter Schmidt (Michigan State University)
Presentation Title: A New Family of Copulas, with Application to Estimation of a Production Frontier System - Anuj Srivastava (Florida State University)
Presentation Title: Shapes Analysis of Functional Data
Invited Special Sessions
Big Data Computation and Theory
- Organizer: Taps Maiti (Michigan State University)
- Speakers:
- Selin Aviyente (Michigan State University)
Presentation Title: Discriminative Dictionary Learning for Tensor Data - Mark Iwen (Michigan State University)
Presentation Title: Sublinear-Time Algorithms for Approximating Functions of Many Variables - Michael Perlmutter (Michigan State University)
Presentation Title: Gabor Scattering Moments for Sparse Signals and Poisson Processes - WANG Rongrong (Michigan State University)
Presentation Title: A Simple Nonlinear Dimension Reduction Technique for High Dimension Data Visualization
- Selin Aviyente (Michigan State University)
Healthcare Analytics
- Organizer: Judy Arnetz (Michigan State University)
- Speakers:
- Bengt Arnetz (Michigan State University)
Presentation Title: Forecasting Patient No-show and Long-term Health Trajectory Using Bayesian Analysis - Judy Arnetz (Michigan State University)
Presentation Title: Workplace Bullying among Nurses and Patient Outcomes – An Exploratory Bayesian Analysis, Part I - Samiran Ghosh (Wayne State University)
Presentation Title: Non-Inferiority Design in Comparative Effectiveness Research: Should We be Bayesian for a While? - Léo Neufcourt (Michigan State University)
Presentation Title: Workplace Bullying among Nurses and Patient Outcomes – An Exploratory Bayesian Analysis, Part III - Sukhesh Sudan (Michigan State University)
Presentation Title: Workplace Bullying among Nurses and Patient Outcomes – An Exploratory Bayesian Analysis, Part II
- Bengt Arnetz (Michigan State University)
Statistical Inference for Stochastic Processes
- Organizer: Oana Mocioalca (Kent State University)
- Speakers:
- Omar de la Cruz Cabrera (Kent State University)
Presentation Title: Penalized Estimating Equations for a Stochastic Model for Compositional Data - Soukaina Douissi (University Cadi Ayyad, Marrakech, Morocco)
Presentation Title: Parameter Estimation for General Gaussian Processes with Discrete Observations - Fatimah Alshahrani (Michigan State University)
Presentation Title: Investigating Mean-Reverting Processes with Gumbel Noise - Lyudmila Sakhanenko (Michigan State University)
Presentation Title: Integral Curve Estimation for High Angular Resolution Diffusion Imaging - Frederi Viens (Michigan State University)
Presentation Title: Parameter Estimation in Long-memory and Other Gaussian Processes
- Omar de la Cruz Cabrera (Kent State University)
Statistical Problems and Applications in Medical Science
- Organizer: Taps Maiti (Michigan State University)
- Speakers:
- Mark Reimers (Michigan State University)
Presentation Title: Statistical Issues Arising in Emerging Modalities of Dynamic Brain Imaging - Ralf Schmälzle (Michigan State University)
Presentation Title: Statistical Applications in Neuroscience:A View from Neurocognitive Communication at MSU - David Zhu (Michigan State University)
Presentation Title: Statistical Challenges for Clinical Trials with Neuroimaging - Andrew Bender (Michigan State University)
Presentation Title: Critical Perspectives in Statistical Analysis of Neuroimaging Data
- Mark Reimers (Michigan State University)
Statistics Applications in Nuclear Physics
- Organizers: Witek Nazarewicz and Frederi Viens (Michigan State University)
- Speakers:
- Dick Furnstahl (Ohio State University)
Presentation Title: Bayesian Statistics for Effective Field Theories - HAO Yue (Michigan State University)
Presentation Title: Preliminary Application of Bayesian Inference in Accelerator Commissioning - Léo Neufcourt (Michigan State University)
Presentation Title: Bayesian Approach to Model-based Extrapolations of Nuclear Observables - Scott Pratt (Michigan State University)
Presentation Title: Big Data Meets Big Models
- Dick Furnstahl (Ohio State University)
Contributed Talks
- Oluwakemi Ajayi (University of KwaZulu-Natal)
Presentation Title: Introduction To Survival Analysis: Design and Analysis - Guorong Dai (Texas A&M University)
Presentation Title: Efficient Estimators for Expectations in Conditional Mean Models with Responses Missing at Random - Ahmad Flaih (University of Al-Qadisiyah)
Presentation Title: Bayesian Regression with Errors from ESDIW Distribution - Yuan Gan (Chinese University of Hong Kong)
Presentation Title: Multiple-regime Self-excited Vector Threshold Autoregressive Models with Multivariate Threshold Variables - Pei Geng (Illinois State University)
Presentation Title: Regression Model Checking with Berkson Measurement Errors in Covariates - Tomoyuki Ichiba (University of California, Santa Barbara)
Presentation Title: Detecting Mean-Field in Diffusions on a Large Network - Umar Islambekov (University of Texas at Dallas)
Presentation Title: Unsupervised Space-Time Clustering using Persistent Homology - Anna Little (Michigan State University)
Presentation Title: Path-Based Spectral Clustering: Guarantees, Robustness to Outliers, and Fast Algorithms - Wenjian Liu (City University of New York)
Presentation Title: DNA Reconstruction of K80 Evolution Mode - Zhixin Lun (Oakland University)
Presentation Title: Regression Imputation for Skewed Multivariate Data using Copula Transformation - Severien Nkurunziza (The University of Windsor)
Presentation Title: Robust inference in generalized Ornstein-Uhlenbeck processes with multiple change-points - Farzad Sabzikar (Iowa State University)
Presentation Title: Asymptotic theory for near integrated processes driven by tempered linear processes - Leila Setayeshgar (Providence College)
Presentation Title: Large Deviations for a Class of Stochastic Semilinear Partial Differential Equations - Gan Yuan (The Chinese University of Hong Kong)
Presentation Title: Multiple-regime Self-excited Vector Threshold Autoregressive Models with Multivariate Threshold Variables - Hongjuan Zhou (Arizona State University)
Presentation Title: Parameter Estimation for Fractional Ornstein-Uhlenbeck Processes of General Hurst Parameter - Quan Zhou (Rice University)
Presentation Title: When Is It Best to Follow the Leader?
Contributed Posters
- Cuneyt Akcora (University of Texas-Dallas)
Presentation Title: Understanding Cryptocurrency Price Formation from Time Series of Local Blockchain Graph Features - Asish Banik (Michigan State University)
Presentation Title: Bayesian Classification of Alzheimer's Disease Stages from Longitudinal Volumetric Mri Data - Md Al Masum Bhuiyan (University of Texas at El Paso)
Presentation Title: Volatility Forecasting of Financial Time Series By Using Stochastic Differential Equations - David Han (University of Texas)
Presentation Title: Bayesian Design Optimization of a Non-specific Sensor System for Calibration of Analyte Responses - Jongyun Jung (Minnesota State/University Mankato)
Presentation Title: Survival Analysis in Lung Cancer Study - Peide Li (Michigan State University)
Presentation Title: Tensor Base fMRI Data Classification - Jinghang Lin (Michigan State University)
Presentation Title: Marcinkiewicz’s Strong Law of Large Numbers for Nonlinear Expectations - Selma Meradji (Badji Mokhtar University-Annaba)
Presentation Title: Stochastic Differential Equations for Eigenvalues and Eigenvectors of a G-Wishart Process with Drift - Sudesh Pundir (Northwestern University)
Presentation Title: Reducing the Batch and Platform Effects in Trancriptome Data Analysis - Ali Zare (Michigan State University)
Presentation Title: Tensor Based Feature Extraction Methods for MRI Data Classification - Caiya Zhang (Zhejiang University City College)
Presentation Title: Asymptotic Properties of the QMLE in a Log-linear RealGARCH Model with Gaussian Errors