Matthew Heaton
Matthew Heaton
Associate Professor, Department of Statistics, Brigham Young University
Verified email at - Homepage
Cited by
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A case study competition among methods for analyzing large spatial data
MJ Heaton, A Datta, AO Finley, R Furrer, J Guinness, R Guhaniyogi, ...
Journal of Agricultural, Biological and Environmental Statistics 24 (3), 398-425, 2019
Methods for analyzing large spatial data: A review and comparison
MJ Heaton, A Datta, A Finley, R Furrer, R Guhaniyogi, F Gerber, ...
arXiv preprint arXiv:1710.05013 22, 2017
Spatio‐temporal models for large‐scale indicators of extreme weather
MJ Heaton, M Katzfuss, S Ramachandar, K Pedings, E Gilleland, ...
Environmetrics 22 (3), 294-303, 2011
Characterizing urban vulnerability to heat stress using a spatially varying coefficient model
MJ Heaton, SR Sain, TA Greasby, CK Uejio, MH Hayden, AJ Monaghan, ...
Spatial and spatio-temporal epidemiology 8, 23-33, 2014
Influences of climatic and population changes on heat-related mortality in Houston, Texas, USA
A Marsha, SR Sain, MJ Heaton, AJ Monaghan, OV Wilhelmi
Climatic change 146 (3), 471-485, 2018
Bayesian computation and the linear model
MJ Heaton, JG Scott
Frontiers of Statistical Decision Making and Bayesian Analysis, 527-545, 2010
Constructing valid spatial processes on the sphere using kernel convolutions
MJ Heaton, M Katzfuss, C Berrett, DW Nychka
Environmetrics 25 (1), 2-15, 2014
Nonstationary Gaussian process models using spatial hierarchical clustering from finite differences
MJ Heaton, WF Christensen, MA Terres
Technometrics 59 (1), 93-101, 2017
A novel method for predicting antioxidant activity based on amino acid structure
AR Garrett, EG Weagel, AD Martinez, M Heaton, RA Robison, KL O’Neill
Food Chemistry 158, 490-496, 2014
Flexible distributed lag models using random functions with application to estimating mortality displacement from heat-related deaths
MJ Heaton, RD Peng
Journal of agricultural, biological, and environmental statistics 17 (3 …, 2012
A spatio‐temporal absorbing state model for disease and syndromic surveillance
MJ Heaton, DL Banks, J Zou, AF Karr, G Datta, J Lynch, F Vera
Statistics in medicine 31 (19), 2123-2136, 2012
Evaluation of various glyphosate concentrations on DNA damage in human Raji cells and its impact on cytotoxicity
M Townsend, C Peck, W Meng, M Heaton, R Robison, K O'Neill
Regulatory Toxicology and Pharmacology 85, 79-85, 2017
Parameter tuning for a multi-fidelity dynamical model of the magnetosphere
W Kleiber, SR Sain, MJ Heaton, M Wiltberger, CS Reese, D Bingham
The Annals of Applied Statistics 7 (3), 1286-1310, 2013
Extending distributed lag models to higher degrees
MJ Heaton, RD Peng
Biostatistics 15 (2), 398-412, 2014
Spatial regression using kernel averaged predictors
MJ Heaton, AE Gelfand
Journal of agricultural, biological, and environmental statistics 16 (2 …, 2011
Antibiotic resistance is lower in Staphylococcus aureus isolated from antibiotic-free raw meat as compared to conventional raw meat
KJ Haskell, SR Schriever, KD Fonoimoana, B Haws, BB Hair, ...
PloS one 13 (12), e0206712, 2018
Bayesian methodology for the analysis of spatial–temporal surveillance data
J Zou, AF Karr, D Banks, MJ Heaton, G Datta, J Lynch, F Vera
Statistical Analysis and Data Mining: The ASA Data Science Journal 5 (3 …, 2012
An analysis of an incomplete marked point pattern of heat-related 911 calls
MJ Heaton, SR Sain, AJ Monaghan, OV Wilhelmi, MH Hayden
Journal of the American Statistical Association 110 (509), 123-135, 2015
Accounting for regime and parameter uncertainty in regime-switching models
BM Hartman, MJ Heaton
Insurance: Mathematics and Economics 49 (3), 429-437, 2011
Incorporating time-dependent source profiles using the Dirichlet distribution in multivariate receptor models
MJ Heaton, CS Reese, WF Christensen
Technometrics 52 (1), 67-79, 2010
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