| 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 | 460 | 2019 |
| 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 | 88 | 2018 |
| Nonstationary Gaussian process models using spatial hierarchical clustering from finite differences MJ Heaton, WF Christensen, MA Terres Technometrics 59 (1), 93-101, 2017 | 71 | 2017 |
| 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 | 66 | 2014 |
| 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 | 57 | 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 | 52 | 2011 |
| Constructing valid spatial processes on the sphere using kernel convolutions MJ Heaton, M Katzfuss, C Berrett, DW Nychka Environmetrics 25 (1), 2-15, 2014 | 47 | 2014 |
| 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 | 46 | 2018 |
| 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 | 41 | 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 | 41 | 2014 |
| Bayesian computation and the linear model MJ Heaton, JG Scott Frontiers of Statistical Decision Making and Bayesian Analysis, 527-545, 2010 | 32 | 2010 |
| Justification for considering zero-inflated models in crash frequency analysis T Pew, RL Warr, GG Schultz, M Heaton Transportation research interdisciplinary perspectives 8, 100249, 2020 | 31 | 2020 |
| 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 | 28 | 2012 |
| 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 | 25 | 2013 |
| Extending distributed lag models to higher degrees MJ Heaton, RD Peng Biostatistics 15 (2), 398-412, 2014 | 24 | 2014 |
| 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 | 24 | 2012 |
| Spatial regression using kernel averaged predictors MJ Heaton, AE Gelfand Journal of agricultural, biological, and environmental statistics 16, 233-252, 2011 | 22 | 2011 |
| 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 | 19 | 2017 |
| Empirical Bayes estimation for the conditional extreme value model L Cheng, E Gilleland, MJ Heaton, A AghaKouchak Stat 3 (1), 391-406, 2014 | 17 | 2014 |
| Accounting for regime and parameter uncertainty in regime-switching models BM Hartman, MJ Heaton Insurance: Mathematics and Economics 49 (3), 429-437, 2011 | 15 | 2011 |
