2016
- Kleiber, W. (2016). High Resolution Simulation of Nonstationary Gaussian Random Fields. Computational Statistics and Data Analysis, in press.
- Kleiber, W., Hendershott, B., Sain, S. and Wiltberger, M. (2016). Feature-based Validation of the Lyon-Fedder-Mobarry Magnetohydrodynamical Model. Journal of Geophysical Research: Space Physics, in press.
- Verdin, A., Rajagopalan, B., Kleiber, W., Podest\'a, G. and Bert, F. (2016). A Conditional Stochastic Weather Generator for Seasonal to Multi-Decadal Simulations. Journal of Hydrology, in press.
- Verdin, A., Funk, C., Rajagopalan, B. and Kleiber, W. (2016). Kriging and Local Polynomial Methods for Blending Satellite-Derived and Gauge Precipitation Estimates to Support Hydrologic Early Warning Systems. IEEE Transactions on Geoscience and Remote Sensing, in press.
2015
- Genton, M.G. and Kleiber, W. (2015). Cross-Covariance Functions for Multivariate Geostatistics. (With discussion). Statistical Science, 30, 147-163.
- Hering, A.S., Kazor, K. and Kleiber, W. (2015). A Markov-Switching Vector Autoregressive Stochastic Wind Generator for Multiple Spatial and Temporal Scales. Resources, 4, 70-92.
- Kleiber, W. and Nychka, D. (2015). Equivalent Kriging. Spatial Statistics, 12, 31-49.
- Verdin, A., Rajagopalan, B., Kleiber, W. and Funk, C. (2015). A Bayesian Kriging Approach for Blending Satellite and Ground Precipitation Observations. Water Resources Research, 51, 908-921.
- Kleiber, W. and Porcu, E. (2015). Nonstationary Matrix Covariances: Compact Support, Long Range Dependence and Quasi-Arithmetic Constructions. Stochastic Environmental Research and Risk Assessment, 29, 193-204.
- Verdin, A., Rajagopalan, B., Kleiber, W. and Katz, R.W. (2015). Coupled Stochastic Weather Generation Using Spatial and Generalized Linear Models. Stochastic Environmental Research and Risk Assessment, 29, 347-356.
- Heaton, M.J., Kleiber, W., Sain, S.R. and Wiltberger, M. (2015). Emulating and Calibrating the Multiple-Fidelity Lyon-Fedder-Mobarry Magnetosphere-Ionosphere Coupled Computer Model. Journal of the Royal Statistical Society, Series C, 64, 93-113.
2014
- Kleiber, W., Sain, S. and Wiltberger, M. (2014). Model Calibration via Deformation. SIAM/ASA Journal on Uncertainty Quantification, 2, 545-563, doi:10.1137/130935367.
2013
- 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, 7, 1286-1310.
- Kleiber, W., Katz, R.W. and Rajagopalan, B. (2013). Daily Minimum and Maximum Temperature Simulation over Complex Terrain. Annals of Applied Statistics, 7, 588-612, doi:10.1214/12-AOAS602.
- Kleiber, W. and Genton, M.G. (2013). Spatially Varying Cross-Correlation Coefficients in the Presence of Nugget Effects. Biometrika, 100, 213-220, doi:10.1093/biomet/ass057.
2012
- Kleiber, W. and Nychka, D.W. (2012). Nonstationary Modeling for Multivariate Spatial Processes. Journal of Multivariate Analysis, 112, 76-91.
- Kleiber, W., Katz, R.W. and Rajagopalan, B. (2012). Daily Spatio-Temporal Precipitation Simulation Using Latent and Transformed Gaussian Processes. Water Resources Research, doi:10.1029/2011WR011105.
2011
- Kleiber, W., Raftery, A.E. and Gneiting, T. (2011). Geostatistical Model Averaging for Locally Calibrated Probabilistic Quantitative Precipitation Forecasting. Journal of the American Statistical Association, 106, 1291-1303.
- Kleiber, W., Raftery, A.E., Baars, J., Gneiting, T., Mass, C.F. and Grimit, E. (2011). Locally Calibrated Probabilistic Temperature Forecasting Using Geostatistical Model Averaging and Local Bayesian Model Averaging. Monthly Weather Review, 139, 2630-2649.
2010
- Gneiting, T., Kleiber, W. and Schlather, M. (2010). Matérn Cross-Covariance Functions for Multivariate Random Fields. Journal of the American Statistical Association, 105, 1167-1177.