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Matthew Heaton
Matthew Heaton
Associate Professor, Department of Statistics, Brigham Young University
Bekræftet mail på stat.byu.edu - Startside
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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, 398-425, 2019
2972019
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, 471-485, 2018
572018
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
552017
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
522014
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
472011
Nonstationary Gaussian process models using spatial hierarchical clustering from finite differences
MJ Heaton, WF Christensen, MA Terres
Technometrics 59 (1), 93-101, 2017
452017
Constructing valid spatial processes on the sphere using kernel convolutions
MJ Heaton, M Katzfuss, C Berrett, DW Nychka
Environmetrics 25 (1), 2-15, 2014
382014
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
342018
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
322017
Bayesian computation and the linear model
MJ Heaton, JG Scott
Frontiers of Statistical Decision Making and Bayesian Analysis, 527-545, 2010
322010
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
312014
Extending distributed lag models to higher degrees
MJ Heaton, RD Peng
Biostatistics 15 (2), 398-412, 2014
232014
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, 1286-1310, 2013
232013
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, 313-331, 2012
232012
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
222012
Spatial regression using kernel averaged predictors
MJ Heaton, AE Gelfand
Journal of agricultural, biological, and environmental statistics 16, 233-252, 2011
202011
The impact of temperature and relative humidity on spatiotemporal patterns of infant bronchiolitis epidemics in the contiguous United States
C Sloan, M Heaton, S Kang, C Berrett, P Wu, T Gebretsadik, N Sicignano, ...
Health & place 45, 46-54, 2017
172017
Accounting for regime and parameter uncertainty in regime-switching models
BM Hartman, MJ Heaton
Insurance: Mathematics and Economics 49 (3), 429-437, 2011
152011
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
132010
Empirical Bayes estimation for the conditional extreme value model
L Cheng, E Gilleland, MJ Heaton, A AghaKouchak
Stat 3 (1), 391-406, 2014
122014
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Artikler 1–20