Matthew J. Heaton

According to our database, Matthew J. Heaton authored at least 6 papers between 2010 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Integrating machine learning and Bayesian nonparametrics for flexible modeling of point pattern data.

Matthew J. Heaton, Benjamin K. Dahl, Caleb Dayley, Richard L. Warr, Philip White

Comput. Stat. Data Anal., March, 2024

Fusing Climate Data Products using a Spatially Varying Autoencoder.

Jacob A. Johnson, Matthew J. Heaton, William F. Christensen, Lynsie R. Warr, Summer B. Rupper

CoRR, 2024

2017

Nonstationary Gaussian Process Models Using Spatial Hierarchical Clustering from Finite Differences.

Matthew J. Heaton, William F. Christensen, Maria A. Terres

Technometrics, 2017

2013

Modeling Uncertainty in Climate Using Ensembles of Regional and Global Climate Models and Multiple Observation-Based Data Sets.

Matthew J. Heaton, Tamara A. Greasby, Stephan R. Sain

SIAM/ASA J. Uncertain. Quantification, 2013

2012

Bayesian methodology for the analysis of spatial-temporal surveillance data.

Jian Zou, Alan F. Karr, David Banks, Matthew J. Heaton, Gauri Datta, James Lynch, Francisco Vera

Stat. Anal. Data Min., 2012

2010

Incorporating Time-Dependent Source Profiles Using the Dirichlet Distribution in Multivariate Receptor Models.

Matthew J. Heaton, C. Shane Reese, William F. Christensen

Technometrics, 2010