Gaussian predictive process models for large spatial data sets S Banerjee, AE Gelfand, AO Finley, H Sang Journal of the Royal Statistical Society Series B: Statistical Methodology …, 2008 | 1250 | 2008 |
Hierarchical nearest-neighbor Gaussian process models for large geostatistical datasets A Datta, S Banerjee, AO Finley, AE Gelfand Journal of the American Statistical Association 111 (514), 800-812, 2016 | 668 | 2016 |
yaImpute: an R package for kNN imputation NL Crookston, AO Finley Journal of Statistical Software 23, 1-16, 2008 | 467 | 2008 |
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 | 412 | 2019 |
Improving the performance of predictive process modeling for large datasets AO Finley, H Sang, S Banerjee, AE Gelfand Computational statistics & data analysis 53 (8), 2873-2884, 2009 | 325 | 2009 |
An indicator of tree migration in forests of the eastern United States CW Woodall, CM Oswalt, JA Westfall, CH Perry, MD Nelson, AO Finley Forest Ecology and Management 257 (5), 1434-1444, 2009 | 292 | 2009 |
Estimating areal means and variances of forest attributes using the k-Nearest Neighbors technique and satellite imagery RE McRoberts, EO Tomppo, AO Finley, J Heikkinen Remote Sensing of Environment 111 (4), 466-480, 2007 | 244 | 2007 |
spBayes: an R package for univariate and multivariate hierarchical point-referenced spatial models AO Finley, S Banerjee, BP Carlin Journal of statistical software 19 (4), 1, 2007 | 220 | 2007 |
Tropical tree growth is correlated with soil phosphorus, potassium, and calcium, though not for legumes TW Baribault, RK Kobe, AO Finley Ecological Monographs 82 (2), 189-203, 2012 | 199 | 2012 |
Distribution of near-surface permafrost in Alaska: Estimates of present and future conditions NJ Pastick, MT Jorgenson, BK Wylie, SJ Nield, KD Johnson, AO Finley Remote Sensing of Environment 168, 301-315, 2015 | 197 | 2015 |
spBayes for large univariate and multivariate point-referenced spatio-temporal data models AO Finley, S Banerjee, AE Gelfand arXiv preprint arXiv:1310.8192, 2013 | 196 | 2013 |
Comparing spatially‐varying coefficients models for analysis of ecological data with non‐stationary and anisotropic residual dependence AO Finley Methods in ecology and evolution 2 (2), 143-154, 2011 | 191 | 2011 |
Efficient algorithms for Bayesian nearest neighbor Gaussian processes AO Finley, A Datta, BD Cook, DC Morton, HE Andersen, S Banerjee Journal of Computational and Graphical Statistics 28 (2), 401-414, 2019 | 160 | 2019 |
Delineation of forest/nonforest land use classes using nearest neighbor methods R Haapanen, AR Ek, ME Bauer, AO Finley Remote Sensing of Environment 89 (3), 265-271, 2004 | 151 | 2004 |
Thoreau, Muir, and Jane Doe: different types of private forest owners need different kinds of forest management AO Finley, DB Kittredge Jr Northern Journal of Applied Forestry 23 (1), 27-34, 2006 | 135 | 2006 |
Nonseparable dynamic nearest neighbor Gaussian process models for large spatio-temporal data with an application to particulate matter analysis A Datta, S Banerjee, AO Finley, NAS Hamm, M Schaap The annals of applied statistics 10 (3), 1286, 2016 | 127 | 2016 |
An analysis of asthma hospitalizations, air pollution, and weather conditions in Los Angeles County, California PL Delamater, AO Finley, S Banerjee Science of the Total Environment 425, 110-118, 2012 | 118 | 2012 |
Towards connecting biodiversity and geodiversity across scales with satellite remote sensing PL Zarnetske, QD Read, S Record, KD Gaddis, S Pau, ML Hobi, ... Global Ecology and Biogeography 28 (5), 548-556, 2019 | 113 | 2019 |
Timber harvesting as ongoing disturbance in a landscape of diverse ownership DB Kittredge Jr, AO Finley, DR Foster Forest Ecology and Management 180 (1-3), 425-442, 2003 | 112 | 2003 |
Addressing data integration challenges to link ecological processes across scales EF Zipkin, ER Zylstra, AD Wright, SP Saunders, AO Finley, MC Dietze, ... Frontiers in Ecology and the Environment 19 (1), 30-38, 2021 | 101 | 2021 |