Computational methods with dependent data

Mon, Aug 7, 8:30 AM

Maicon KarlingChair

Section on Statistical Computing

7 Presentations

Automatic Relevance Determination for Gaussian Processes with Functional Inputs

8:35 AM - 8:50 AM

Jarad Niemi (Iowa State University)

Co-authors: Luis Damiano (Iowa State University), Margaret Johnson (Jet Propulsion Laboratory), Max Morris, Joaquim Teixeira (NASA Jet Propulsion Laboratory)

Learning Likelihood Surfaces for Spatial Processes with Intractable Likelihood Functions

8:50 AM - 9:05 AM

Julia Walchessen (Carnegie Mellon University Department of Statistics)

Sequential Gradient Descent and Newton's Method for Change-Point Analysis

9:05 AM - 9:20 AM

Trisha Dawn (Texas A&M University)

Co-authors: Xianyang Zhang (Texas A&M University)

Spatial estimation of virus infection propensity from GPS spatio-temporal locations

9:20 AM - 9:35 AM

Jairo Diaz-Rodriguez

Co-authors: Sylvain Sardy (Université de Genève), Juan Pablo Gomez (Universidad del Norte)

Spatial factor models based on fractional Gaussian fields

9:35 AM - 9:50 AM

Somak Dutta (Iowa State University)

Co-authors: Subrata Pal (Iowa State University)

Stochastic Level-crossing Estimation of Stationary Probability Distributions in Stochastic Models

9:50 AM - 10:05 AM

Percy Brill (Univesrity of Windsor)

Co-authors: Mei Ling Huang (Brock University)

Which Parameterization of the Matérn Covariance Function?

10:05 AM - 10:20 AM

Kesen Wang

Co-authors: Sameh Abdulah (King Abdullah University of Science and Technology), Ying Sun (King Abdullah University of Science and Technology), Marc Genton (King Abdullah University of Science and Technology)

Session participants

Kun Chen (University of Connecticut)

Participant