Compressing an Ensemble With Statistical Models: An Algorithm for Global 3D Spatio-Temporal Temperature

Global space–time models for climate ensembles

(2013) Stefano Castruccio et al.   Annals of Applied Statistics

Statistical Emulation of Climate Model Projections Based on Precomputed GCM Runs*

(2013) Stefano Castruccio et al.   JOURNAL OF CLIMATE

Estimation and Prediction in Spatial Models With Block Composite Likelihoods

(2013) Jo Eidsvik et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS

Limitations on low rank approximations for covariance matrices of spatial data

(2013) Michael L. Stein   Spatial Statistics

Inferring likelihoods and climate system characteristics from climate models and multiple tracers

(2012) K. Sham Bhat et al.   ENVIRONMETRICS

An Overview of CMIP5 and the Experiment Design

(2011) Karl E. Taylor et al.   BULLETIN OF THE AMERICAN METEOROLOGICAL SOCIETY

The representative concentration pathways: an overview

(2011) Detlef P. van Vuuren et al.   CLIMATIC CHANGE

In order to make spatial statistics computationally feasible, we need to forget about the covariance function

(2011) Daniel Simpson et al.   ENVIRONMETRICS

The Community Climate System Model Version 4

(2011) Peter R. Gent et al.   JOURNAL OF CLIMATE

An explicit link between Gaussian fields and Gaussian Markov random fields: the stochastic partial differential equation approach

(2011) Finn Lindgren et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Two Limits of Initial-Value Decadal Predictability in a CGCM

(2010) Grant Branstator et al.   JOURNAL OF CLIMATE

Fixed rank kriging for very large spatial data sets

(2010) Noel Cressie et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY

Parameter estimation for computationally intensive nonlinear regression with an application to climate modeling

(2009) Dorin Drignei et al.   Annals of Applied Statistics

Nonstationary covariance models for global data

(2009) Mikyoung Jun et al.   Annals of Applied Statistics

Statistical calibration of climate system properties

(2009) Bruno Sansó et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS

Gaussian predictive process models for large spatial data sets

(2008) Sudipto Banerjee et al.   JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES B-STATISTICAL METHODOLOGY