Chen, Yian; Anitescu, Mihai Scalable physics-based maximum likelihood estimation using hierarchical matrices. (English) Zbl 1518.62002 SIAM/ASA J. Uncertain. Quantif. 11, 682-725 (2023). MSC: 62-08 62M30 62F10 65F55 15A15 PDFBibTeX XMLCite \textit{Y. Chen} and \textit{M. Anitescu}, SIAM/ASA J. Uncertain. Quantif. 11, 682--725 (2023; Zbl 1518.62002) Full Text: DOI arXiv
Vicente, Gonzalo; Adin, Aritz; Goicoa, Tomás; Ugarte, María Dolores High-dimensional order-free multivariate spatial disease mapping. (English) Zbl 1517.62047 Stat. Comput. 33, No. 5, Paper No. 104, 24 p. (2023). MSC: 62-08 62F15 62H11 62P10 PDFBibTeX XMLCite \textit{G. Vicente} et al., Stat. Comput. 33, No. 5, Paper No. 104, 24 p. (2023; Zbl 1517.62047) Full Text: DOI arXiv
Guhaniyogi, Rajarshi; Li, Cheng; Savitsky, Terrance; Srivastava, Sanvesh Distributed Bayesian inference in massive spatial data. (English) Zbl 07708431 Stat. Sci. 38, No. 2, 262-284 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Guhaniyogi} et al., Stat. Sci. 38, No. 2, 262--284 (2023; Zbl 07708431) Full Text: DOI
Chen, Jie; Stein, Michael L. Linear-cost covariance functions for Gaussian random fields. (English) Zbl 1514.62290 J. Am. Stat. Assoc. 118, No. 541, 147-164 (2023). MSC: 62P12 60G15 62M30 86A32 PDFBibTeX XMLCite \textit{J. Chen} and \textit{M. L. Stein}, J. Am. Stat. Assoc. 118, No. 541, 147--164 (2023; Zbl 1514.62290) Full Text: DOI arXiv
Janicki, Ryan; Holan, Scott H.; Irimata, Kyle M.; Livsey, James; Raim, Andrew Spatial change of support models for differentially private decennial census counts of persons by detailed race and ethnicity. (English) Zbl 07702566 J. Stat. Theory Pract. 17, No. 2, Paper No. 31, 20 p. (2023). MSC: 62Mxx 68Pxx 62-XX PDFBibTeX XMLCite \textit{R. Janicki} et al., J. Stat. Theory Pract. 17, No. 2, Paper No. 31, 20 p. (2023; Zbl 07702566) Full Text: DOI
Cisneros, Daniela; Gong, Yan; Yadav, Rishikesh; Hazra, Arnab; Huser, Raphaël A combined statistical and machine learning approach for spatial prediction of extreme wildfire frequencies and sizes. (English) Zbl 07685222 Extremes 26, No. 2, 301-330 (2023). MSC: 62G32 62H11 62J05 62J12 62P12 PDFBibTeX XMLCite \textit{D. Cisneros} et al., Extremes 26, No. 2, 301--330 (2023; Zbl 07685222) Full Text: DOI arXiv
Bradley, Jonathan R. Joint Bayesian analysis of multiple response-types using the hierarchical generalized transformation model. (English) Zbl 07809845 Bayesian Anal. 17, No. 1, 127-164 (2022). MSC: 62H11 62F15 62-08 PDFBibTeX XMLCite \textit{J. R. Bradley}, Bayesian Anal. 17, No. 1, 127--164 (2022; Zbl 07809845) Full Text: DOI Link
Zammit-Mangion, Andrew; Ng, Tin Lok James; Vu, Quan; Filippone, Maurizio Deep compositional spatial models. (English) Zbl 1515.62090 J. Am. Stat. Assoc. 117, No. 540, 1787-1808 (2022). MSC: 62M30 68T07 PDFBibTeX XMLCite \textit{A. Zammit-Mangion} et al., J. Am. Stat. Assoc. 117, No. 540, 1787--1808 (2022; Zbl 1515.62090) Full Text: DOI arXiv
Peruzzi, Michele; Banerjee, Sudipto; Finley, Andrew O. Highly scalable Bayesian geostatistical modeling via meshed Gaussian processes on partitioned domains. (English) Zbl 1507.86012 J. Am. Stat. Assoc. 117, No. 538, 969-982 (2022). MSC: 86A32 62F15 62H22 PDFBibTeX XMLCite \textit{M. Peruzzi} et al., J. Am. Stat. Assoc. 117, No. 538, 969--982 (2022; Zbl 1507.86012) Full Text: DOI arXiv
Majumder, Suman; Guan, Yawen; Reich, Brian J.; Saibaba, Arvind K. Kryging: geostatistical analysis of large-scale datasets using Krylov subspace methods. (English) Zbl 1496.62017 Stat. Comput. 32, No. 5, Paper No. 74, 16 p. (2022). MSC: 62-08 62M30 62P12 65F10 PDFBibTeX XMLCite \textit{S. Majumder} et al., Stat. Comput. 32, No. 5, Paper No. 74, 16 p. (2022; Zbl 1496.62017) Full Text: DOI arXiv
Marques, Isa; Kneib, Thomas; Klein, Nadja A non-stationary model for spatially dependent circular response data based on wrapped Gaussian processes. (English) Zbl 1496.62018 Stat. Comput. 32, No. 5, Paper No. 73, 18 p. (2022). MSC: 62-08 62F15 62H11 62P12 PDFBibTeX XMLCite \textit{I. Marques} et al., Stat. Comput. 32, No. 5, Paper No. 73, 18 p. (2022; Zbl 1496.62018) Full Text: DOI
He, Linglin; Hung, Ying Gaussian process prediction using design-based subsampling. (English) Zbl 1524.62470 Stat. Sin. 32, No. 2, 1165-1186 (2022). MSC: 62M30 60G15 62G09 62K99 62-08 PDFBibTeX XMLCite \textit{L. He} and \textit{Y. Hung}, Stat. Sin. 32, No. 2, 1165--1186 (2022; Zbl 1524.62470) Full Text: DOI
Hooten, Mevin B.; Johnson, Devin S.; Brost, Brian M. Making recursive Bayesian inference accessible. (English) Zbl 07632854 Am. Stat. 75, No. 2, 185-194 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{M. B. Hooten} et al., Am. Stat. 75, No. 2, 185--194 (2021; Zbl 07632854) Full Text: DOI arXiv
Vanlengenberg, Christopher D.; Wang, Wenshuang; Zhang, Haimeng Data generation for axially symmetric processes on the sphere. (English) Zbl 1497.62254 Commun. Stat., Simulation Comput. 50, No. 6, 1750-1769 (2021). MSC: 62M30 60G60 62P12 86A32 PDFBibTeX XMLCite \textit{C. D. Vanlengenberg} et al., Commun. Stat., Simulation Comput. 50, No. 6, 1750--1769 (2021; Zbl 1497.62254) Full Text: DOI
Zhang, Tianqi; Zhang, Qiong On the interface between nested designs and the multi-step interpolator. (English) Zbl 1477.62216 J. Stat. Theory Pract. 15, No. 4, Paper No. 90, 19 p. (2021). MSC: 62K99 62F15 62K05 62D05 62K10 PDFBibTeX XMLCite \textit{T. Zhang} and \textit{Q. Zhang}, J. Stat. Theory Pract. 15, No. 4, Paper No. 90, 19 p. (2021; Zbl 1477.62216) Full Text: DOI
Hrafnkelsson, Birgir; Siegert, Stefan; Huser, Raphaël; Bakka, Haakon; Jóhannesson, Árni V. Max-and-smooth: a two-step approach for approximate Bayesian inference in latent Gaussian models. (English) Zbl 1480.62056 Bayesian Anal. 16, No. 2, 611-638 (2021). MSC: 62F15 62H11 PDFBibTeX XMLCite \textit{B. Hrafnkelsson} et al., Bayesian Anal. 16, No. 2, 611--638 (2021; Zbl 1480.62056) Full Text: DOI arXiv
Zilber, Daniel; Katzfuss, Matthias Vecchia-Laplace approximations of generalized Gaussian processes for big non-Gaussian spatial data. (English) Zbl 1510.62384 Comput. Stat. Data Anal. 153, Article ID 107081, 17 p. (2021). MSC: 62M30 60G15 62J12 62P12 86A32 PDFBibTeX XMLCite \textit{D. Zilber} and \textit{M. Katzfuss}, Comput. Stat. Data Anal. 153, Article ID 107081, 17 p. (2021; Zbl 1510.62384) Full Text: DOI arXiv
Huang, Da; Yao, Qiwei; Zhang, Rongmao Krigings over space and time based on latent low-dimensional structures. (English) Zbl 1465.62149 Sci. China, Math. 64, No. 4, 823-848 (2021). MSC: 62M10 62M30 62H11 62G05 PDFBibTeX XMLCite \textit{D. Huang} et al., Sci. China, Math. 64, No. 4, 823--848 (2021; Zbl 1465.62149) Full Text: DOI arXiv
Bakar, K. Shuvo; Jin, Huidong Areal prediction of survey data using Bayesian spatial generalised linear models. (English) Zbl 1489.62298 Commun. Stat., Simulation Comput. 49, No. 11, 2963-2978 (2020). MSC: 62M30 62F15 62J12 62P10 PDFBibTeX XMLCite \textit{K. S. Bakar} and \textit{H. Jin}, Commun. Stat., Simulation Comput. 49, No. 11, 2963--2978 (2020; Zbl 1489.62298) Full Text: DOI
Zhang, Bohai; Cressie, Noel Bayesian inference of spatio-temporal changes of arctic sea ice. (English) Zbl 1459.62212 Bayesian Anal. 15, No. 2, 605-631 (2020). MSC: 62P12 62F15 62H11 62J12 62M20 60G15 86A05 PDFBibTeX XMLCite \textit{B. Zhang} and \textit{N. Cressie}, Bayesian Anal. 15, No. 2, 605--631 (2020; Zbl 1459.62212) Full Text: DOI arXiv Euclid
Bradley, Jonathan R.; Holan, Scott H.; Wikle, Christopher K. Bayesian hierarchical models with conjugate full-conditional distributions for dependent data from the natural exponential family. (English) Zbl 1453.62411 J. Am. Stat. Assoc. 115, No. 532, 2037-2052 (2020). MSC: 62F15 62R07 60J22 62E20 PDFBibTeX XMLCite \textit{J. R. Bradley} et al., J. Am. Stat. Assoc. 115, No. 532, 2037--2052 (2020; Zbl 1453.62411) Full Text: DOI arXiv
Zammit-Mangion, Andrew; Rougier, Jonathan Multi-scale process modelling and distributed computation for spatial data. (English) Zbl 1452.62364 Stat. Comput. 30, No. 6, 1609-1627 (2020). MSC: 62H11 05C15 62-08 62M20 62P12 65C05 PDFBibTeX XMLCite \textit{A. Zammit-Mangion} and \textit{J. Rougier}, Stat. Comput. 30, No. 6, 1609--1627 (2020; Zbl 1452.62364) Full Text: DOI arXiv
Heaton, Matthew J.; Berrett, Candace; Pugh, Sierra; Evans, Amber; Sloan, Chantel Modeling bronchiolitis incidence proportions in the presence of spatio-temporal uncertainty. (English) Zbl 1437.62492 J. Am. Stat. Assoc. 115, No. 529, 66-78 (2020). MSC: 62P10 62M30 PDFBibTeX XMLCite \textit{M. J. Heaton} et al., J. Am. Stat. Assoc. 115, No. 529, 66--78 (2020; Zbl 1437.62492) Full Text: DOI Link
Bao, Jing Yu; Ye, Fei; Yang, Ying Screening effect in isotropic Gaussian processes. (English) Zbl 1440.62200 Acta Math. Sin., Engl. Ser. 36, No. 5, 512-534 (2020). MSC: 62H11 62M15 62M20 60G15 PDFBibTeX XMLCite \textit{J. Y. Bao} et al., Acta Math. Sin., Engl. Ser. 36, No. 5, 512--534 (2020; Zbl 1440.62200) Full Text: DOI
Barzegar, Zahra; Rivaz, Firoozeh A scalable Bayesian nonparametric model for large spatio-temporal data. (English) Zbl 1505.62051 Comput. Stat. 35, No. 1, 153-173 (2020). MSC: 62-08 62M30 62F15 62P12 PDFBibTeX XMLCite \textit{Z. Barzegar} and \textit{F. Rivaz}, Comput. Stat. 35, No. 1, 153--173 (2020; Zbl 1505.62051) Full Text: DOI
Bakar, K. Shuvo Interpolation of daily rainfall data using censored Bayesian spatially varying model. (English) Zbl 1505.62047 Comput. Stat. 35, No. 1, 135-152 (2020). MSC: 62-08 62F15 62M30 62P12 PDFBibTeX XMLCite \textit{K. S. Bakar}, Comput. Stat. 35, No. 1, 135--152 (2020; Zbl 1505.62047) Full Text: DOI
Tipton, John R.; Hooten, Mevin B.; Nolan, Connor; Booth, Robert K.; McLachlan, Jason Predicting paleoclimate from compositional data using multivariate Gaussian process inverse prediction. (English) Zbl 1435.62415 Ann. Appl. Stat. 13, No. 4, 2363-2388 (2019). MSC: 62P12 62M20 62H12 86A32 PDFBibTeX XMLCite \textit{J. R. Tipton} et al., Ann. Appl. Stat. 13, No. 4, 2363--2388 (2019; Zbl 1435.62415) Full Text: DOI arXiv Euclid
Pugh, Sierra; Heaton, Matthew J.; Svedin, Jeff; Hansen, Neil Spatiotemporal lagged models for variable rate irrigation in agriculture. (English) Zbl 1428.62492 J. Agric. Biol. Environ. Stat. 24, No. 4, 634-650 (2019). MSC: 62P12 62M30 PDFBibTeX XMLCite \textit{S. Pugh} et al., J. Agric. Biol. Environ. Stat. 24, No. 4, 634--650 (2019; Zbl 1428.62492) Full Text: DOI
Li, Miaoqi; Kang, Emily L. Randomized algorithms of maximum likelihood estimation with spatial autoregressive models for large-scale networks. (English) Zbl 1430.62199 Stat. Comput. 29, No. 5, 1165-1179 (2019). MSC: 62M10 62M30 62P20 PDFBibTeX XMLCite \textit{M. Li} and \textit{E. L. Kang}, Stat. Comput. 29, No. 5, 1165--1179 (2019; Zbl 1430.62199) Full Text: DOI
Heaton, Matthew J.; Datta, Abhirup; Finley, Andrew O.; Furrer, Reinhard; Guinness, Joseph; Guhaniyogi, Rajarshi; Gerber, Florian; Gramacy, Robert B.; Hammerling, Dorit; Katzfuss, Matthias; Lindgren, Finn; Nychka, Douglas W.; Sun, Furong; Zammit-Mangion, Andrew A case study competition among methods for analyzing large spatial data. (English) Zbl 1426.62345 J. Agric. Biol. Environ. Stat. 24, No. 3, 398-425 (2019). MSC: 62P12 62M30 62-08 PDFBibTeX XMLCite \textit{M. J. Heaton} et al., J. Agric. Biol. Environ. Stat. 24, No. 3, 398--425 (2019; Zbl 1426.62345) Full Text: DOI arXiv
Liang, Waley W. J.; Lee, Herbert K. H. Bayesian nonstationary Gaussian process models via treed process convolutions. (English) Zbl 1474.60102 Adv. Data Anal. Classif., ADAC 13, No. 3, 797-818 (2019). MSC: 60G15 60G60 62M30 62M20 62F15 PDFBibTeX XMLCite \textit{W. W. J. Liang} and \textit{H. K. H. Lee}, Adv. Data Anal. Classif., ADAC 13, No. 3, 797--818 (2019; Zbl 1474.60102) Full Text: DOI Link
White, Philip; Porcu, Emilio Towards a complete picture of stationary covariance functions on spheres cross time. (English) Zbl 1426.62285 Electron. J. Stat. 13, No. 2, 2566-2594 (2019). MSC: 62M40 62M30 60G60 62P12 PDFBibTeX XMLCite \textit{P. White} and \textit{E. Porcu}, Electron. J. Stat. 13, No. 2, 2566--2594 (2019; Zbl 1426.62285) Full Text: DOI arXiv Euclid
Litvinenko, Alexander; Sun, Ying; Genton, Marc G.; Keyes, David E. Likelihood approximation with hierarchical matrices for large spatial datasets. (English) Zbl 1507.62110 Comput. Stat. Data Anal. 137, 115-132 (2019). MSC: 62-08 62M30 65F55 PDFBibTeX XMLCite \textit{A. Litvinenko} et al., Comput. Stat. Data Anal. 137, 115--132 (2019; Zbl 1507.62110) Full Text: DOI arXiv
Hosseinpouri, Mahdi; Khaledi, Majid Jafari An area-specific stick breaking process for spatial data. (English) Zbl 1420.62413 Stat. Pap. 60, No. 1, 199-221 (2019). Reviewer: Frank Werner (Göttingen) MSC: 62M30 62G05 62P20 PDFBibTeX XMLCite \textit{M. Hosseinpouri} and \textit{M. J. Khaledi}, Stat. Pap. 60, No. 1, 199--221 (2019; Zbl 1420.62413) Full Text: DOI
Wang, Bo; Zhang, Qiong; Xie, Wei Bayesian sequential data collection for stochastic simulation calibration. (English) Zbl 1430.62062 Eur. J. Oper. Res. 277, No. 1, 300-316 (2019). MSC: 62F15 62L05 PDFBibTeX XMLCite \textit{B. Wang} et al., Eur. J. Oper. Res. 277, No. 1, 300--316 (2019; Zbl 1430.62062) Full Text: DOI
Guhaniyogi, Rajarshi; Banerjee, Sudipto Multivariate spatial meta kriging. (English) Zbl 1407.62345 Stat. Probab. Lett. 144, 3-8 (2019). MSC: 62M30 62F15 62H11 PDFBibTeX XMLCite \textit{R. Guhaniyogi} and \textit{S. Banerjee}, Stat. Probab. Lett. 144, 3--8 (2019; Zbl 1407.62345) Full Text: DOI Link
Schliep, Erin M. Comments on: process modeling for slope and aspect with application to elevation data maps. (English) Zbl 1426.60041 Test 27, No. 4, 778-782 (2018). MSC: 60G15 62M30 62H11 62F15 PDFBibTeX XMLCite \textit{E. M. Schliep}, Test 27, No. 4, 778--782 (2018; Zbl 1426.60041) Full Text: DOI
Suesse, Thomas Estimation of spatial autoregressive models with measurement error for large data sets. (English) Zbl 1417.62270 Comput. Stat. 33, No. 4, 1627-1648 (2018). MSC: 62M30 62M10 62M40 62-08 PDFBibTeX XMLCite \textit{T. Suesse}, Comput. Stat. 33, No. 4, 1627--1648 (2018; Zbl 1417.62270) Full Text: DOI
Zhou, Haiming; Hanson, Timothy A unified framework for Fitting Bayesian semiparametric models to arbitrarily censored survival data, including spatially referenced data. (English) Zbl 1398.62266 J. Am. Stat. Assoc. 113, No. 522, 571-581 (2018). MSC: 62N01 62-04 62F15 62M10 62M30 62N05 PDFBibTeX XMLCite \textit{H. Zhou} and \textit{T. Hanson}, J. Am. Stat. Assoc. 113, No. 522, 571--581 (2018; Zbl 1398.62266) Full Text: DOI arXiv
Cressie, Noel Rejoinder. (English) Zbl 1398.62357 J. Am. Stat. Assoc. 113, No. 521, 178-181 (2018). MSC: 62P12 62C05 62M30 PDFBibTeX XMLCite \textit{N. Cressie}, J. Am. Stat. Assoc. 113, No. 521, 178--181 (2018; Zbl 1398.62357) Full Text: DOI
Genton, Marc G.; Jeong, Jaehong Comment to “Mission \(\mathrm{CO}_2\)ntrol: a statistical scientist’s role in remote sensing of atmospheric carbon dioxide”. (English) Zbl 1398.62358 J. Am. Stat. Assoc. 113, No. 521, 176-178 (2018). MSC: 62P12 62M30 PDFBibTeX XMLCite \textit{M. G. Genton} and \textit{J. Jeong}, J. Am. Stat. Assoc. 113, No. 521, 176--178 (2018; Zbl 1398.62358) Full Text: DOI
Cressie, Noel Mission \(\mathrm{CO}_2\)ntrol: a statistical scientist’s role in remote sensing of atmospheric carbon dioxide. (English) Zbl 1398.62356 J. Am. Stat. Assoc. 113, No. 521, 152-168 (2018). MSC: 62P12 62C05 62F15 62M30 PDFBibTeX XMLCite \textit{N. Cressie}, J. Am. Stat. Assoc. 113, No. 521, 152--168 (2018; Zbl 1398.62356) Full Text: DOI
Marchetti, Yuliya; Nguyen, Hai; Braverman, Amy; Cressie, Noel Spatial data compression via adaptive dispersion clustering. (English) Zbl 1469.62120 Comput. Stat. Data Anal. 117, 138-153 (2018). MSC: 62-08 62M30 62H30 62P12 PDFBibTeX XMLCite \textit{Y. Marchetti} et al., Comput. Stat. Data Anal. 117, 138--153 (2018; Zbl 1469.62120) Full Text: DOI Link
Fan, Minjie; Paul, Debashis; Lee, Thomas C. M.; Matsuo, Tomoko A multi-resolution model for non-Gaussian random fields on a sphere with application to ionospheric electrostatic potentials. (English) Zbl 1393.62039 Ann. Appl. Stat. 12, No. 1, 459-489 (2018). MSC: 62M40 62M30 62P12 86A32 PDFBibTeX XMLCite \textit{M. Fan} et al., Ann. Appl. Stat. 12, No. 1, 459--489 (2018; Zbl 1393.62039) Full Text: DOI arXiv Euclid
Castruccio, Stefano; Genton, Marc G. Principles for statistical inference on big spatio-temporal data from climate models. (English) Zbl 1463.62340 Stat. Probab. Lett. 136, 92-96 (2018). MSC: 62P12 86A32 86A08 62R07 60G15 62H11 62M30 PDFBibTeX XMLCite \textit{S. Castruccio} and \textit{M. G. Genton}, Stat. Probab. Lett. 136, 92--96 (2018; Zbl 1463.62340) Full Text: DOI Link
Bivand, Roger; Krivoruchko, Konstantin Big data sampling and spatial analysis: “which of the two ladles, of fig-wood or gold, is appropriate to the soup and the pot?”. (English) Zbl 1489.62405 Stat. Probab. Lett. 136, 87-91 (2018). MSC: 62R07 62D05 62M30 86A32 PDFBibTeX XMLCite \textit{R. Bivand} and \textit{K. Krivoruchko}, Stat. Probab. Lett. 136, 87--91 (2018; Zbl 1489.62405) Full Text: DOI
Hardouin, Cécile; Cressie, Noel Two-scale spatial models for binary data. (English) Zbl 1387.62105 Stat. Methods Appl. 27, No. 1, 1-24 (2018). MSC: 62M30 62J12 62P12 PDFBibTeX XMLCite \textit{C. Hardouin} and \textit{N. Cressie}, Stat. Methods Appl. 27, No. 1, 1--24 (2018; Zbl 1387.62105) Full Text: DOI Link
Shi, Hongxiang; Kang, Emily L.; Konomi, Bledar A.; Vemaganti, Kumar; Madireddy, Sandeep Uncertainty quantification using the nearest neighbor Gaussian process. (English) Zbl 1402.62047 Chen, Ding-Geng (ed.) et al., New advances in statistics and data science. Selected papers based on the presentations at the 25th ISCA applied statistics symposium, Atlanta, GA, USA, June 12–15, 2016. Cham: Springer (ISBN 978-3-319-69415-3/hbk; 978-3-319-69416-0/ebook). ICSA Book Series in Statistics, 89-107 (2017). MSC: 62F15 60G15 PDFBibTeX XMLCite \textit{H. Shi} et al., in: New advances in statistics and data science. Selected papers based on the presentations at the 25th ISCA applied statistics symposium, Atlanta, GA, USA, June 12--15, 2016. Cham: Springer. 89--107 (2017; Zbl 1402.62047) Full Text: DOI
Bass, Mark R.; Sahu, Sujit K. A comparison of centring parameterisations of Gaussian process-based models for Bayesian computation using MCMC. (English) Zbl 1384.62078 Stat. Comput. 27, No. 6, 1491-1512 (2017). MSC: 62F15 62M30 62P12 86A32 PDFBibTeX XMLCite \textit{M. R. Bass} and \textit{S. K. Sahu}, Stat. Comput. 27, No. 6, 1491--1512 (2017; Zbl 1384.62078) Full Text: DOI
Katzfuss, Matthias; Hammerling, Dorit Parallel inference for massive distributed spatial data using low-rank models. (English) Zbl 1505.62217 Stat. Comput. 27, No. 2, 363-375 (2017). MSC: 62-08 62H11 62M30 62M20 62P12 PDFBibTeX XMLCite \textit{M. Katzfuss} and \textit{D. Hammerling}, Stat. Comput. 27, No. 2, 363--375 (2017; Zbl 1505.62217) Full Text: DOI arXiv
Furrer, Reinhard; Bachoc, François; Du, Juan Asymptotic properties of multivariate tapering for estimation and prediction. (English) Zbl 1341.62263 J. Multivariate Anal. 149, 177-191 (2016). MSC: 62M40 62M20 62M30 62F12 PDFBibTeX XMLCite \textit{R. Furrer} et al., J. Multivariate Anal. 149, 177--191 (2016; Zbl 1341.62263) Full Text: DOI arXiv
Boojari, Hossein; Khaledi, Majid Jafari; Rivaz, Firoozeh A non-homogeneous skew-Gaussian Bayesian spatial model. (English) Zbl 1416.62543 Stat. Methods Appl. 25, No. 1, 55-73 (2016). MSC: 62M30 62F15 62M40 PDFBibTeX XMLCite \textit{H. Boojari} et al., Stat. Methods Appl. 25, No. 1, 55--73 (2016; Zbl 1416.62543) Full Text: DOI
Karagiannis, Georgios; Konomi, Bledar A.; Lin, Guang A Bayesian mixed shrinkage prior procedure for spatial-stochastic basis selection and evaluation of gPC expansions: applications to elliptic SPDEs. (English) Zbl 1352.65634 J. Comput. Phys. 284, 528-546 (2015). MSC: 65N75 65C05 35R60 62F15 PDFBibTeX XMLCite \textit{G. Karagiannis} et al., J. Comput. Phys. 284, 528--546 (2015; Zbl 1352.65634) Full Text: DOI
Bradley, Jonathan R.; Holan, Scott H.; Wikle, Christopher K. Multivariate spatio-temporal models for high-dimensional areal data with application to longitudinal employer-household dynamics. (English) Zbl 1397.62356 Ann. Appl. Stat. 9, No. 4, 1761-1791 (2015). MSC: 62M30 62H11 62P20 PDFBibTeX XMLCite \textit{J. R. Bradley} et al., Ann. Appl. Stat. 9, No. 4, 1761--1791 (2015; Zbl 1397.62356) Full Text: DOI arXiv Euclid
Ver Hoef, Jay M.; Jansen, John K. Estimating abundance from counts in large data sets of irregularly spaced plots using spatial basis functions. (English) Zbl 1325.62217 J. Agric. Biol. Environ. Stat. 20, No. 1, 1-27 (2015). MSC: 62P12 62M30 PDFBibTeX XMLCite \textit{J. M. Ver Hoef} and \textit{J. K. Jansen}, J. Agric. Biol. Environ. Stat. 20, No. 1, 1--27 (2015; Zbl 1325.62217) Full Text: DOI arXiv
Wu, Guohui; Holan, Scott H.; Nilon, Charles H.; Wikle, Christopher K. Bayesian binomial mixture models for estimating abundance in ecological monitoring studies. (English) Zbl 1454.62467 Ann. Appl. Stat. 9, No. 1, 1-26 (2015). MSC: 62P12 62F15 PDFBibTeX XMLCite \textit{G. Wu} et al., Ann. Appl. Stat. 9, No. 1, 1--26 (2015; Zbl 1454.62467) Full Text: DOI arXiv Euclid
Bradley, Jonathan R.; Cressie, Noel; Shi, Tao Rejoinder on: “Comparing and selecting spatial predictors using local criteria”. (English) Zbl 1367.62275 Test 24, No. 1, 54-60 (2015). MSC: 62M30 62H11 62M20 62B10 62P12 PDFBibTeX XMLCite \textit{J. R. Bradley} et al., Test 24, No. 1, 54--60 (2015; Zbl 1367.62275) Full Text: DOI
Bradley, Jonathan R.; Cressie, Noel; Shi, Tao Comparing and selecting spatial predictors using local criteria. (English) Zbl 1315.62075 Test 24, No. 1, 1-28 (2015). MSC: 62M30 62H11 62M20 62B10 62P12 PDFBibTeX XMLCite \textit{J. R. Bradley} et al., Test 24, No. 1, 1--28 (2015; Zbl 1315.62075) Full Text: DOI Link
Chang, Won; Haran, Murali; Olson, Roman; Keller, Klaus Fast dimension-reduced climate model calibration and the effect of data aggregation. (English) Zbl 1454.62438 Ann. Appl. Stat. 8, No. 2, 649-673 (2014). MSC: 62P12 60G15 62H25 62M30 62-08 86A10 86A32 PDFBibTeX XMLCite \textit{W. Chang} et al., Ann. Appl. Stat. 8, No. 2, 649--673 (2014; Zbl 1454.62438) Full Text: DOI arXiv
Cameletti, Michela; Lindgren, Finn; Simpson, Daniel; Rue, Håvard Spatio-temporal modeling of particulate matter concentration through the SPDE approach. (English) Zbl 1443.62401 AStA, Adv. Stat. Anal. 97, No. 2, 109-131 (2013). MSC: 62P12 62M30 62M40 PDFBibTeX XMLCite \textit{M. Cameletti} et al., AStA, Adv. Stat. Anal. 97, No. 2, 109--131 (2013; Zbl 1443.62401) Full Text: DOI Link
Bolin, David; Lindgren, Finn A comparison between Markov approximations and other methods for large spatial data sets. (English) Zbl 1349.62445 Comput. Stat. Data Anal. 61, 7-21 (2013). MSC: 62M30 62M40 PDFBibTeX XMLCite \textit{D. Bolin} and \textit{F. Lindgren}, Comput. Stat. Data Anal. 61, 7--21 (2013; Zbl 1349.62445) Full Text: DOI arXiv Link
Lasinio, Giovanna Jona; Mastrantonio, Gianluca; Pollice, Alessio Discussing the “big \(n\) problem”. (English) Zbl 1333.62222 Stat. Methods Appl. 22, No. 1, 97-112 (2013). MSC: 62M30 62M40 62P12 PDFBibTeX XMLCite \textit{G. J. Lasinio} et al., Stat. Methods Appl. 22, No. 1, 97--112 (2013; Zbl 1333.62222) Full Text: DOI
Allard, Denis Book review of: J.-P. Chilés and P. Delfiner, Geostatistics. Modeling spatial uncertainty. 2nd ed. (English) Zbl 1329.00041 Math. Geosci. 45, No. 3, 377-380 (2013). MSC: 00A17 86A32 86-01 62P12 62Hxx 62M30 PDFBibTeX XMLCite \textit{D. Allard}, Math. Geosci. 45, No. 3, 377--380 (2013; Zbl 1329.00041) Full Text: DOI
Guhaniyogi, Rajarshi; Finley, Andrew O.; Banerjee, Sudipto; Kobe, Richard K. Modeling complex spatial dependencies: low-rank spatially varying cross-covariances with application to soil nutrient data. (English) Zbl 1303.62071 J. Agric. Biol. Environ. Stat. 18, No. 3, 274-298 (2013). MSC: 62P12 62M30 PDFBibTeX XMLCite \textit{R. Guhaniyogi} et al., J. Agric. Biol. Environ. Stat. 18, No. 3, 274--298 (2013; Zbl 1303.62071) Full Text: DOI
Stein, Michael L.; Chen, Jie; Anitescu, Mihai Stochastic approximation of score functions for Gaussian processes. (English) Zbl 1454.62283 Ann. Appl. Stat. 7, No. 2, 1162-1191 (2013). MSC: 62M30 60G15 62F10 62L20 62K15 62P12 PDFBibTeX XMLCite \textit{M. L. Stein} et al., Ann. Appl. Stat. 7, No. 2, 1162--1191 (2013; Zbl 1454.62283) Full Text: DOI arXiv Euclid
Castruccio, Stefano; Stein, Michael L. Global space-time models for climate ensembles. (English) Zbl 1454.62436 Ann. Appl. Stat. 7, No. 3, 1593-1611 (2013). MSC: 62P12 62M30 86A10 86A32 PDFBibTeX XMLCite \textit{S. Castruccio} and \textit{M. L. Stein}, Ann. Appl. Stat. 7, No. 3, 1593--1611 (2013; Zbl 1454.62436) Full Text: DOI arXiv Euclid
French, Joshua P.; Sain, Stephan R. Spatio-temporal exceedance locations and confidence regions. (English) Zbl 1283.62226 Ann. Appl. Stat. 7, No. 3, 1421-1449 (2013). MSC: 62P12 62M30 86A32 65C60 PDFBibTeX XMLCite \textit{J. P. French} and \textit{S. R. Sain}, Ann. Appl. Stat. 7, No. 3, 1421--1449 (2013; Zbl 1283.62226) Full Text: DOI arXiv Euclid
Reich, Brian J.; Shaby, Benjamin A. A hierarchical max-stable spatial model for extreme precipitation. (English) Zbl 1257.62120 Ann. Appl. Stat. 6, No. 4, 1430-1451 (2012). MSC: 62P12 62M30 62G32 PDFBibTeX XMLCite \textit{B. J. Reich} and \textit{B. A. Shaby}, Ann. Appl. Stat. 6, No. 4, 1430--1451 (2012; Zbl 1257.62120) Full Text: DOI arXiv Euclid
Chandra, Hukum; Salvati, Nicola; Chambers, Ray; Tzavidis, Nikos Small area estimation under spatial nonstationarity. (English) Zbl 1255.62330 Comput. Stat. Data Anal. 56, No. 10, 2875-2888 (2012). MSC: 62P12 86A32 62M20 PDFBibTeX XMLCite \textit{H. Chandra} et al., Comput. Stat. Data Anal. 56, No. 10, 2875--2888 (2012; Zbl 1255.62330) Full Text: DOI Link
Lemos, Ricardo T.; Sansó, Bruno Conditionally linear models for non-homogeneous spatial random fields. (English) Zbl 1248.62172 Stat. Methodol. 9, No. 1-2, 275-284 (2012). MSC: 62M40 62M30 62F15 62J05 PDFBibTeX XMLCite \textit{R. T. Lemos} and \textit{B. Sansó}, Stat. Methodol. 9, No. 1--2, 275--284 (2012; Zbl 1248.62172) Full Text: DOI
Spöck, Gunter; Hussain, Ijaz Spatial sampling design based on convex design ideas and using external drift variables for a rainfall monitoring network in Pakistan. (English) Zbl 1248.62226 Stat. Methodol. 9, No. 1-2, 195-210 (2012). MSC: 62P12 62M40 62M30 65K10 62J05 62D05 62K99 PDFBibTeX XMLCite \textit{G. Spöck} and \textit{I. Hussain}, Stat. Methodol. 9, No. 1--2, 195--210 (2012; Zbl 1248.62226) Full Text: DOI
Eidsvik, Jo; Finley, Andrew O.; Banerjee, Sudipto; Rue, Håvard Approximate Bayesian inference for large spatial datasets using predictive process models. (English) Zbl 1243.62121 Comput. Stat. Data Anal. 56, No. 6, 1362-1380 (2012). MSC: 62M30 62F15 62P12 65C60 PDFBibTeX XMLCite \textit{J. Eidsvik} et al., Comput. Stat. Data Anal. 56, No. 6, 1362--1380 (2012; Zbl 1243.62121) Full Text: DOI
Heersink, Daniel K.; Furrer, Reinhard On Moore-Penrose inverses of quasi-Kronecker structured matrices. (English) Zbl 1237.15006 Linear Algebra Appl. 436, No. 3, 561-570 (2012). Reviewer: Nestor Thome (Valencia) MSC: 15A09 15A15 62M30 65F20 PDFBibTeX XMLCite \textit{D. K. Heersink} and \textit{R. Furrer}, Linear Algebra Appl. 436, No. 3, 561--570 (2012; Zbl 1237.15006) Full Text: DOI
Sang, Huiyan; Jun, Mikyoung; Huang, Jianhua Z. Covariance approximation for large multivariate spatial data sets with an application to multiple climate model errors. (English) Zbl 1234.62071 Ann. Appl. Stat. 5, No. 4, 2519-2548 (2011). MSC: 62H11 62P12 62M30 62F15 65C60 PDFBibTeX XMLCite \textit{H. Sang} et al., Ann. Appl. Stat. 5, No. 4, 2519--2548 (2011; Zbl 1234.62071) Full Text: DOI arXiv
Finley, Andrew O.; Banerjee, Sudipto; McRoberts, Ronald E. Hierarchical spatial models for predicting tree species assemblages across large domains. (English) Zbl 1196.62121 Ann. Appl. Stat. 3, No. 3, 1052-1079 (2009). MSC: 62M30 62P12 62F15 62P10 65C60 65C40 PDFBibTeX XMLCite \textit{A. O. Finley} et al., Ann. Appl. Stat. 3, No. 3, 1052--1079 (2009; Zbl 1196.62121) Full Text: DOI arXiv
Jun, Mikyoung; Stein, Michael L. Nonstationary covariance models for global data. (English) Zbl 1168.62381 Ann. Appl. Stat. 2, No. 4, 1271-1289 (2008). MSC: 62M30 62P12 86A32 86A10 PDFBibTeX XMLCite \textit{M. Jun} and \textit{M. L. Stein}, Ann. Appl. Stat. 2, No. 4, 1271--1289 (2008; Zbl 1168.62381) Full Text: DOI arXiv