William Kleiber
William Kleiber
Associate Professor, Department of Applied Mathematics, University of Colorado at Boulder
Verificeret mail på colorado.edu - Startside
Citeret af
Citeret af
Matérn cross-covariance functions for multivariate random fields
T Gneiting, W Kleiber, M Schlather
Journal of the American Statistical Association 105 (491), 1167-1177, 2010
Cross-covariance functions for multivariate geostatistics
MG Genton, W Kleiber
Daily spatiotemporal precipitation simulation using latent and transformed Gaussian processes
W Kleiber, RW Katz, B Rajagopalan
Water Resources Research 48 (1), 2012
A Bayesian kriging approach for blending satellite and ground precipitation observations
A Verdin, B Rajagopalan, W Kleiber, C Funk
Water Resources Research 51 (2), 908-921, 2015
Nonstationary modeling for multivariate spatial processes
W Kleiber, D Nychka
Journal of Multivariate Analysis 112, 76-91, 2012
Locally calibrated probabilistic temperature forecasting using geostatistical model averaging and local Bayesian model averaging
W Kleiber, AE Raftery, J Baars, T Gneiting, CF Mass, E Grimit
Monthly Weather Review 139 (8), 2630-2649, 2011
Kriging and local polynomial methods for blending satellite-derived and gauge precipitation estimates to support hydrologic early warning systems
A Verdin, C Funk, B Rajagopalan, W Kleiber
IEEE Transactions on Geoscience and Remote Sensing 54 (5), 2552-2562, 2016
Coupled stochastic weather generation using spatial and generalized linear models
A Verdin, B Rajagopalan, W Kleiber, RW Katz
Stochastic Environmental Research and Risk Assessment 29, 347-356, 2015
A conditional stochastic weather generator for seasonal to multi-decadal simulations
A Verdin, B Rajagopalan, W Kleiber, G Podestá, F Bert
Journal of Hydrology 556, 835-846, 2018
Probabilistic solar power forecasting using Bayesian model averaging
K Doubleday, S Jascourt, W Kleiber, BM Hodge
IEEE Transactions on Sustainable Energy 12 (1), 325-337, 2020
Geostatistical model averaging for locally calibrated probabilistic quantitative precipitation forecasting
W Kleiber, AE Raftery, T Gneiting
Journal of the American Statistical Association 106 (496), 1291-1303, 2011
Spatial Bayesian hierarchical modeling of precipitation extremes over a large domain
C Bracken, B Rajagopalan, L Cheng, W Kleiber, S Gangopadhyay
Water Resources Research 52 (8), 6643-6655, 2016
Daily minimum and maximum temperature simulation over complex terrain
W Kleiber, RW Katz, B Rajagopalan
Multi-sensor fusion using random forests for daily fractional snow cover at 30 m
K Rittger, M Krock, W Kleiber, EH Bair, MJ Brodzik, TR Stephenson, ...
Remote Sensing of Environment 264, 112608, 2021
A Markov-switching vector autoregressive stochastic wind generator for multiple spatial and temporal scales
AS Hering, K Kazor, W Kleiber
Resources 4 (1), 70-92, 2015
Coherence for multivariate random fields
W Kleiber
Statistica Sinica, 1675-1697, 2017
Nonstationary matrix covariances: compact support, long range dependence and quasi-arithmetic constructions
W Kleiber, E Porcu
Stochastic environmental research and risk assessment 29, 193-204, 2015
A stochastic downscaling approach for generating high-frequency solar irradiance scenarios
W Zhang, W Kleiber, AR Florita, BM Hodge, B Mather
Solar Energy 176, 370-379, 2018
Spatial-temporal multivariate semi-Bayesian hierarchical framework for extreme precipitation frequency analysis
Á Ossandón, B Rajagopalan, W Kleiber
Journal of Hydrology 600, 126499, 2021
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
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