Will Kleiber
About Me
I am an Assistant Professor in the Department of Applied
Mathematics at the University of Colorado at Boulder.
Between 2010 and 2012, I was a Post-Graduate Scientist with the
Institute for Mathematics
Applied to Geosciences at the
National Center for Atmospheric Research .
I received my Ph.D. in Statistics from the
University of Washington .
My current research interests include multivariate process modeling,
calibration and emulation of large geophysical computer models and stochastic
modeling of physical systems.
Recent publications (CV )
Kleiber, W., Sain, S.R., Heaton, M.J., Wiltberger, M., Reese, C.S. and
Bingham, D. (2013).
Parameter Tuning for a Multi-Fidelity Dynamical Model of the Magnetosphere.
Annals of Applied Statistics , in press.
Daily Minimum and Maximum Temperature Simulation over Complex Terrain .
Annals of Applied Statistics , 7 , 588-612,
doi:10.1214/12-AOAS602.
Spatially Varying Cross-Correlation Coefficients
in the Presence of Nugget Effects .
Biometrika , 100 , 213-220, doi:10.1093/biomet/ass057.
Nonstationary Modeling for Multivariate Spatial Processes . Journal of
Multivariate Analysis , 112 , 76-91.
Daily Spatio-Temporal Precipitation Simulation Using Latent and Transformed
Gaussian Processes . Water Resources Research , doi:10.1029/2011WR011105.
Geostatistical Model Averaging for Locally Calibrated Probabilistic
Quantitative Precipitation Forecasting .
Journal of the American Statistical Association , 106 , 1291-1303.
Locally Calibrated Probabilistic
Temperature Forecasting Using Geostatistical Model Averaging and
Local Bayesian Model Averaging . Monthly
Weather Review , 139 , 2630-2649.
Matérn Cross-Covariance Functions for Multivariate Random
Fields . Journal of the American Statistical Association ,
105 , 1167-1177.
Contact Information
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