Joseph Guinness
Works (18)
Updated: August 28th, 2023 21:16
2023 article
Estimating atmospheric motion winds from satellite image data using space-time drift models
Sahoo, I., Guinness, J., & Reich, B. J. J. (2023, July 6). ENVIRONMETRICS, Vol. 7.
author keywords: asymmetry; derived motion winds; GOES-15; local maximum likelihood estimation; spatial smoothing; spatio-temporal processes
onlinelibrary.wiley.com (publisher PDF)
Sources: Web Of Science, ORCID
Added: July 19, 2023
2022 journal article
Spatial statistical modeling of arsenic accumulation in microsites of diverse soils
GEODERMA, 411.
author keywords: Trace elements; Reactive microsites; Correlation; Pedogenic environments; Spatial heterogeneity; Soil complexity
Sources: Web Of Science, ORCID
Added: May 31, 2022
2022 journal article
Geostatistical modeling of positive-definite matrices: An application to diffusion tensor imaging
BIOMETRICS, 78(2), 548–559.
author keywords: Cholesky decomposition; diffusion tensor imaging; geostatistical modeling; positive‐ definite matrix; spatial random fields; spatial Wishart process
MeSH headings : Computer Simulation; Diffusion Tensor Imaging; Normal Distribution; Stochastic Processes
Sources: Web Of Science, ORCID
Added: March 8, 2021
2021 article
Spatial Shrinkage Via the Product Independent Gaussian Process Prior
Roy, A., Reich, B. J., Guinness, J., Shinohara, R. T., & Staicu, A.-M. (2021, June 16). JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, Vol. 6.
author keywords: Bayesian; High dimension; Image regression; Multiple sclerosis; Shrinkage; Spatial data analysis
Sources: Web Of Science, ORCID
Added: July 12, 2021
2020 journal article
BASELINE DRIFT ESTIMATION FOR AIR QUALITY DATA USING QUANTILE TREND FILTERING
ANNALS OF APPLIED STATISTICS, 14(2), 585–604.
author keywords: Air quality; nonparametric quantile regression; trend estimation
Sources: Web Of Science, ORCID
Added: July 20, 2020
2019 journal article
A TEST FOR ISOTROPY ON A SPHERE USING SPHERICAL HARMONIC FUNCTIONS
STATISTICA SINICA, 29(3), 1253–1276.
author keywords: Anisotropy; spatial statistics; spherical harmonic representation
Sources: Web Of Science, ORCID
Added: July 29, 2019
2019 journal article
Multi-element effects on arsenate accumulation in a geochemical matrix determined using mu-XRF, mu-XANES and spatial statistics
JOURNAL OF SYNCHROTRON RADIATION, 26, 1967–1979.
author keywords: reactive microsites; multi-component complexity; arsenic; partial correlation; spatial regression
Sources: Web Of Science, ORCID
Added: February 3, 2020
2018 journal article
Compression and Conditional Emulation of Climate Model Output
Journal of the American Statistical Association, 113(521), 56–67.
author keywords: Gaussian process; Half-spectral; Nonstationary; Spatial-temporal data; SPDE
Source: Crossref
Added: February 24, 2020
2018 journal article
Fully Bayesian spectral methods for imaging data
BIOMETRICS, 74(2), 645–652.
author keywords: Functional connectivity; Markov chain Monte Carlo; Matern correlation; Shrinkage priors; Spherical harmonics
MeSH headings : Alzheimer Disease / diagnostic imaging; Bayes Theorem; Case-Control Studies; Cerebral Cortex / diagnostic imaging; Cerebral Cortex / pathology; Computer Simulation; Data Interpretation, Statistical; Datasets as Topic; Diagnostic Imaging / methods; Humans; Markov Chains; Monte Carlo Method; Spectrum Analysis
Sources: Web Of Science, ORCID
Added: October 16, 2018
2018 journal article
Permutation and Grouping Methods for Sharpening Gaussian Process Approximations
TECHNOMETRICS, 60(4), 415–429.
author keywords: Conditional simulation; Kriging; Parallel computation; Spatial-temporal data; Vecchia's approximation
Source: Web Of Science
Added: February 18, 2019
2018 journal article
Space-Time Geostatistical Assessment of Hypoxia in the Northern Gulf of Mexico
ENVIRONMENTAL SCIENCE & TECHNOLOGY, 52(21), 12484–12493.
MeSH headings : Gulf of Mexico; Humans; Hypoxia; Oxygen; Seasons; Water
Sources: Web Of Science, ORCID
Added: December 3, 2018
2017 journal article
An evolutionary spectrum approach to incorporate large-scale geographical descriptors on global processes
JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES C-APPLIED STATISTICS, 66(2), 329–344.
author keywords: Axial symmetry; Climate output compression; Evolutionary spectrum; Global space-time model; Land-ocean non-stationarity
Source: Web Of Science
Added: August 6, 2018
2017 journal article
Circulant Embedding of Approximate Covariances for Inference From Gaussian Data on Large Lattices
JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS, 26(1), 88–97.
author keywords: Conditional simulation; Fast Fourier transform; Gaussian process; Kriging
Source: Web Of Science
Added: August 6, 2018
2017 journal article
Optimal Seed Deployment Under Climate Change Using Spatial Models: Application to Loblolly Pine in the Southeastern US
Journal of the American Statistical Association, 112(519), 909–920.
Sources: NC State University Libraries, ORCID
Added: August 6, 2018
2016 journal article
Isotropic covariance functions on spheres: Some properties and modeling considerations
Journal of Multivariate Analysis, 143, 143–152.
author keywords: Kriging; Fourier series; Positive definite functions
Source: Crossref
Added: February 24, 2020
2015 journal article
Likelihood approximations for big nonstationary spatial temporal lattice data
Statistica Sinica, 25(1), 329–349.
Source: NC State University Libraries
Added: August 6, 2018
2014 journal article
Multivariate spatial modeling of conditional dependence in microscale soil elemental composition data
Spatial Statistics, 9(C), 93–108.
Sources: Crossref, ORCID
Added: October 26, 2019
2013 journal article
INTERPOLATION OF NONSTATIONARY HIGH FREQUENCY SPATIAL-TEMPORAL TEMPERATURE DATA
ANNALS OF APPLIED STATISTICS, 7(3), 1684–1708.
author keywords: Nonstationary process; spatial-temporal modeling; evolutionary spectrum; spatial-temporal jumps
Source: Web Of Science
Added: August 6, 2018
