Leveraging Statistical Computing for Novel Regression Analysis

Sun, Aug 4, 2:00 PM - 3:50 PM

Paul WiemannChair

Section on Statistical Computing

7 Presentations

Recent advances in fast estimation of high-dimensional hidden Markov models

2:05 PM - 2:20 PM

Jordan Rodu (University of Virginia)

Co-authors: Xiaoyuan Ma

GPU-Accelerated Vecchia Approximations of Gaussian Processes using Batched Matrix Computations

2:20 PM - 2:35 PM

Qilong Pan (King Abdullah University of Science and Technology)

Co-authors: Sameh Abdulah (King Abdullah University of Science and Technology), Marc Genton (King Abdullah University of Science and Technology), David E. Keyes (King Abdullah University of Science and Technology), Hatem Ltaief (KAUST), Ying Sun (King Abdullah University of Science and Technology)

Data visualization and dimension reduction for metric-valued response regression

2:35 PM - 2:50 PM

Abdul-Nasah Soale (Case Western Reserve University)

Co-authors: Yuexiao Dong (Temple University)

Multi-level generalized functional linear regression model with heteroscedastic measurement errors

2:50 PM - 3:05 PM

Yuanyuan Luan

Co-authors: Roger Zoh (Indiana University), Carmen Tekwe (Indiana University)

The Sensitivity of Bayesian Kernel Machine Regression (BKMR) to Data Distribution

3:05 PM - 3:20 PM

Kazi Tanvir Hasan (Florida International University)

Co-authors: Boubakari Ibrahimou (Florida International University), Gabriel Odom (Florida International University)

Wavelet Estimation of Skewed Long Memory Processes

3:20 PM - 3:35 PM

Kyungduk Ko (Boise State University)

Iterative Right Random Sketching for Large-Scale Logistic Regression

3:35 PM - 3:50 PM

Nathaniel Pritchard

Co-authors: Vivak Patel (University Of Wisconsin Madison)