Visualization and assessment of spatio-temporal covariance properties

Huang, Huang; Sun, Ying

doi:10.1016/j.spasta.2017.11.004

Title: Visualization and assessment of spatio-temporal covariance properties

Journal Article · 30 November 2019 · Spatial Statistics

DOI: https://doi.org/10.1016/j.spasta.2017.11.004 · OSTI ID:1769541

Huang, Huang; Sun, Ying

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Sponsoring Organization:: USDOE

OSTI ID:: 1769541

Journal Information:: Spatial Statistics, Journal Name: Spatial Statistics Journal Issue: C Vol. 34; ISSN 2211-6753

Publisher:: ElsevierCopyright Statement

Country of Publication:: Netherlands

Language:: English

References (23)

Adjusted functional boxplots for spatio-temporal data visualization and outlier detection: ADJUSTED FUNCTIONAL BOXPLOTS Sun, Ying; Genton, Marc G. Environmetrics, Vol. 23, Issue 1 https://doi.org/10.1002/env.1136	journal	October 2011
A general procedure for selecting a class of fully symmetric space-time covariance functions: PROCEDURE TO SELECT A CLASS OF COVARIANCES De Iaco, S.; Palma, M.; Posa, D. Environmetrics, Vol. 27, Issue 4 https://doi.org/10.1002/env.2392	journal	May 2016
Testing for separability of space-time covariances Mitchell, Matthew W.; Genton, Marc G.; Gumpertz, Marcia L. Environmetrics, Vol. 16, Issue 8 https://doi.org/10.1002/env.737	journal	January 2005
Functional Median Polish Sun, Ying; Genton, Marc G. Journal of Agricultural, Biological, and Environmental Statistics, Vol. 17, Issue 3 https://doi.org/10.1007/s13253-012-0096-8	journal	August 2012
Estimating and modeling space–time correlation structures Cesare, L. De; Myers, D. E.; Posa, D. Statistics & Probability Letters, Vol. 51, Issue 1 https://doi.org/10.1016/S0167-7152(00)00131-0	journal	January 2001
Methods for generating non-separable spatiotemporal covariance models with potential environmental applications Kolovos, A.; Christakos, G.; Hristopulos, D. T. Advances in Water Resources, Vol. 27, Issue 8 https://doi.org/10.1016/j.advwatres.2004.04.002	journal	August 2004
A half-region depth for functional data López-Pintado, Sara; Romo, Juan Computational Statistics & Data Analysis, Vol. 55, Issue 4 https://doi.org/10.1016/j.csda.2010.10.024	journal	April 2011
A likelihood ratio test for separability of covariances Mitchell, Matthew W.; Genton, Marc G.; Gumpertz, Marcia L. Journal of Multivariate Analysis, Vol. 97, Issue 5 https://doi.org/10.1016/j.jmva.2005.07.005	journal	May 2006
Testing axial symmetry and separability of lattice processes Scaccia, L.; Martin, R. J. Journal of Statistical Planning and Inference, Vol. 131, Issue 1 https://doi.org/10.1016/j.jspi.2004.01.003	journal	April 2005
Testing for separability of spatial–temporal covariance functions Fuentes, Montserrat Journal of Statistical Planning and Inference, Vol. 136, Issue 2 https://doi.org/10.1016/j.jspi.2004.07.004	journal	February 2006
Positive and negative non-separability for space–time covariance models De Iaco, S.; Posa, D. Journal of Statistical Planning and Inference, Vol. 143, Issue 2 https://doi.org/10.1016/j.jspi.2012.07.006	journal	February 2013
Characteristics of some classes of space–time covariance functions De Iaco, S.; Posa, D.; Myers, D. E. Journal of Statistical Planning and Inference, Vol. 143, Issue 11 https://doi.org/10.1016/j.jspi.2013.06.006	journal	November 2013
Classes of Nonseparable, Spatio-Temporal Stationary Covariance Functions Cressie, Noel; Huang, Hsin-Cheng Journal of the American Statistical Association, Vol. 94, Issue 448 https://doi.org/10.1080/01621459.1999.10473885	journal	December 1999
Extremal Depth for Functional Data and Applications Narisetty, Naveen N.; Nair, Vijayan N. Journal of the American Statistical Association, Vol. 111, Issue 516 https://doi.org/10.1080/01621459.2015.1110033	journal	October 2016
An asymptotic test for separability of a spatial autoregressive model Shitan, Mahendran; Brockwell, Peter J. Communications in Statistics - Theory and Methods, Vol. 24, Issue 8 https://doi.org/10.1080/03610929508831600	journal	January 1995
Space–time calibration of radar rainfall data Brown, Patrick E.; Diggle, Peter J.; Lord, Martin E. Journal of the Royal Statistical Society: Series C (Applied Statistics), Vol. 50, Issue 2 https://doi.org/10.1111/1467-9876.00230	journal	January 2001
A Class of Convolution-Based Models for Spatio-Temporal Processes with Non-Separable Covariance Structure: Models for spatio-temporal processes Rodrigues, Alexandre; Diggle, Peter J. Scandinavian Journal of Statistics, Vol. 37, Issue 4 https://doi.org/10.1111/j.1467-9469.2009.00675.x	journal	November 2010
The North American Regional Climate Change Assessment Program: Overview of Phase I Results Mearns, Linda O.; Arritt, Ray; Biner, Sébastien Bulletin of the American Meteorological Society, Vol. 93, Issue 9 https://doi.org/10.1175/BAMS-D-11-00223.1	journal	September 2012
Nonseparable, Stationary Covariance Functions for Space–Time Data Gneiting, Tilmann Journal of the American Statistical Association, Vol. 97, Issue 458 https://doi.org/10.1198/016214502760047113	journal	June 2002
Space–Time Covariance Functions Stein, Michael L. Journal of the American Statistical Association, Vol. 100, Issue 469 https://doi.org/10.1198/016214504000000854	journal	March 2005
A Nonparametric Assessment of Properties of Space–Time Covariance Functions Li, Bo; Genton, Marc G.; Sherman, Michael Journal of the American Statistical Association, Vol. 102, Issue 478 https://doi.org/10.1198/016214507000000202	journal	June 2007
On the Concept of Depth for Functional Data López-Pintado, Sara; Romo, Juan Journal of the American Statistical Association, Vol. 104, Issue 486 https://doi.org/10.1198/jasa.2009.0108	journal	June 2009
Functional Boxplots Sun, Ying; Genton, Marc G. Journal of Computational and Graphical Statistics, Vol. 20, Issue 2 https://doi.org/10.1198/jcgs.2011.09224	journal	January 2011

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