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Cross-Covariance Functions for Multivariate Geostatistics

Statistical science, 2015-05, Vol.30 (2), p.147-163

2015

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Spatial-temporal multivariate semi-Bayesian hierarchical framework for extreme precipitation frequency analysis

Journal of hydrology (Amsterdam), 2021-09, Vol.600, p.126499, Article 126499

2021

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Matérn Cross-Covariance Functions for Multivariate Random Fields

Journal of the American Statistical Association, 2010-09, Vol.105 (491), p.1167-1177

2010

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A Bayesian kriging approach for blending satellite and ground precipitation observations

Water resources research, 2015-02, Vol.51 (2), p.908-921

2015

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A Bayesian Logistic Regression for Probabilistic Forecasts of the Minimum September Arctic Sea Ice Cover

Earth and space science (Hoboken, N.J.), 2020-10, Vol.7 (10), p.n/a

2020

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COHERENCE FOR MULTIVARIATE RANDOM FIELDS

Statistica Sinica, 2017-10, Vol.27 (4), p.1675-1697

Kleiber, William

2017

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High resolution simulation of nonstationary Gaussian random fields

Computational statistics & data analysis, 2016-09, Vol.101, p.277-288

Kleiber, William

2016

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Approximate Bayesian computation methods for daily spatiotemporal precipitation occurrence simulation

Water resources research, 2017-04, Vol.53 (4), p.3352-3372

2017

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Diagnosing, modeling, and testing a multiplicative stochastic Gent-McWilliams parameterization

Ocean modelling (Oxford), 2019-01, Vol.133, p.1-10

2019

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Nonstationary modeling for multivariate spatial processes

Journal of multivariate analysis, 2012-11, Vol.112, p.76-91

2012

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A Markov-Switching Vector Autoregressive Stochastic Wind Generator for Multiple Spatial and Temporal Scales

Resources (Basel), 2015-03, Vol.4 (1), p.70-92

2015

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Approximate B ayesian computation methods for daily spatiotemporal precipitation occurrence simulation

Water resources research, 2017-04, Vol.53 (4), p.3352-3372

2017

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Nonstationary Modeling With Sparsity for Spatial Data via the Basis Graphical Lasso

Journal of computational and graphical statistics, 2021-06, Vol.30 (2), p.375-389

2021

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Forecasting Magnitude and Frequency of Seasonal Streamflow Extremes Using a Bayesian Hierarchical Framework

Water resources research, 2023-07, Vol.59 (7), p.n/a

2023

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Modeling spatial data using local likelihood estimation and a Matérn to spatial autoregressive translation

Environmetrics (London, Ont.), 2020-09, Vol.31 (6), p.n/a

2020

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Daily spatiotemporal precipitation simulation using latent and transformed Gaussian processes

Water resources research, 2012-01, Vol.48 (1), p.n/a

2012

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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, 2016-05, Vol.54 (5), p.2552-2562

2016

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IEEE_Xplore

Improving Particle Filter Performance by Smoothing Observations

Monthly weather review, 2018-08, Vol.146 (8), p.2433-2446

2018

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Probabilistic Solar Power Forecasting Using Bayesian Model Averaging

IEEE transactions on sustainable energy, 2021-01, Vol.12 (1), p.325-337

2021

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IEEE_Xplore

Deep variance gamma processes

Stat (International Statistical Institute), 2023-01, Vol.12 (1), p.n/a

2023

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Nonstationary matrix covariances: compact support, long range dependence and quasi-arithmetic constructions

Stochastic environmental research and risk assessment, 2015-01, Vol.29 (1), p.193-204

2015

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Stochastic tropical cyclone precipitation field generation

Environmetrics (London, Ont.), 2023-02, Vol.34 (1), p.n/a

2023

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A conditional stochastic weather generator for seasonal to multi-decadal simulations

Journal of hydrology (Amsterdam), 2018-01, Vol.556, p.835-846

2018

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Spatial impacts of technological innovations on the levelized cost of energy for offshore wind power plants in the United States

Sustainable energy technologies and assessments, 2021-06, Vol.45, p.101059, Article 101059

2021

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A MODEL FOR LARGE MULTIVARIATE SPATIAL DATA SETS

Statistica Sinica, 2019, Vol.29 (3), p.1085-1104

2019

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Cross-Covariance Functions for Multivariate Geostatistics

Spatial-temporal multivariate semi-Bayesian hierarchical framework for extreme precipitation frequency analysis

Matérn Cross-Covariance Functions for Multivariate Random Fields

A Bayesian kriging approach for blending satellite and ground precipitation observations

A Bayesian Logistic Regression for Probabilistic Forecasts of the Minimum September Arctic Sea Ice Cover

COHERENCE FOR MULTIVARIATE RANDOM FIELDS

High resolution simulation of nonstationary Gaussian random fields

Approximate Bayesian computation methods for daily spatiotemporal precipitation occurrence simulation

Diagnosing, modeling, and testing a multiplicative stochastic Gent-McWilliams parameterization

Nonstationary modeling for multivariate spatial processes

A Markov-Switching Vector Autoregressive Stochastic Wind Generator for Multiple Spatial and Temporal Scales

Approximate B ayesian computation methods for daily spatiotemporal precipitation occurrence simulation

Nonstationary Modeling With Sparsity for Spatial Data via the Basis Graphical Lasso

Forecasting Magnitude and Frequency of Seasonal Streamflow Extremes Using a Bayesian Hierarchical Framework

Modeling spatial data using local likelihood estimation and a Matérn to spatial autoregressive translation

Daily spatiotemporal precipitation simulation using latent and transformed Gaussian processes

Kriging and Local Polynomial Methods for Blending Satellite-Derived and Gauge Precipitation Estimates to Support Hydrologic Early Warning Systems

Improving Particle Filter Performance by Smoothing Observations

Probabilistic Solar Power Forecasting Using Bayesian Model Averaging

Deep variance gamma processes

Nonstationary matrix covariances: compact support, long range dependence and quasi-arithmetic constructions

Stochastic tropical cyclone precipitation field generation

A conditional stochastic weather generator for seasonal to multi-decadal simulations

Spatial impacts of technological innovations on the levelized cost of energy for offshore wind power plants in the United States

A MODEL FOR LARGE MULTIVARIATE SPATIAL DATA SETS

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