Onizuka, Takahiro; Hashimoto, Shintaro; Sugasawa, Shonosuke Fast and locally adaptive Bayesian quantile smoothing using calibrated variational approximations. (English) Zbl 1523.62027 Stat. Comput. 34, No. 1, Paper No. 15, 16 p. (2024). MSC: 62-08 62G08 PDFBibTeX XMLCite \textit{T. Onizuka} et al., Stat. Comput. 34, No. 1, Paper No. 15, 16 p. (2024; Zbl 1523.62027) Full Text: DOI arXiv
Koh, Kim Jie; Cirak, Fehmi Stochastic PDE representation of random fields for large-scale Gaussian process regression and statistical finite element analysis. (English) Zbl 07788099 Comput. Methods Appl. Mech. Eng. 417, Part B, Article ID 116358, 41 p. (2023). MSC: 62-XX 65-XX PDFBibTeX XMLCite \textit{K. J. Koh} and \textit{F. Cirak}, Comput. Methods Appl. Mech. Eng. 417, Part B, Article ID 116358, 41 p. (2023; Zbl 07788099) Full Text: DOI arXiv
Bürkner, Paul-Christian; Scholz, Maximilian; Radev, Stefan T. Some models are useful, but how do we know which ones? Towards a unified Bayesian model taxonomy. (English) Zbl 07785068 Stat. Surv. 17, 216-310 (2023). MSC: 62C05 62C10 PDFBibTeX XMLCite \textit{P.-C. Bürkner} et al., Stat. Surv. 17, 216--310 (2023; Zbl 07785068) Full Text: DOI arXiv Link
Nishimura, Akihiko; Suchard, Marc A. Prior-preconditioned conjugate gradient method for accelerated Gibbs sampling in “large \(n\), large \(p\)” Bayesian sparse regression. (English) Zbl 07784922 J. Am. Stat. Assoc. 118, No. 544, 2468-2481 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Nishimura} and \textit{M. A. Suchard}, J. Am. Stat. Assoc. 118, No. 544, 2468--2481 (2023; Zbl 07784922) Full Text: DOI arXiv OA License
Papaspiliopoulos, Omiros; Stumpf-Fétizon, Timothée; Zanella, Giacomo Scalable Bayesian computation for crossed and nested hierarchical models. (English) Zbl 07784503 Electron. J. Stat. 17, No. 2, 3575-3612 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{O. Papaspiliopoulos} et al., Electron. J. Stat. 17, No. 2, 3575--3612 (2023; Zbl 07784503) Full Text: DOI arXiv Link
Rustand, Denis; van Niekerk, Janet; Rue, Håvard; Tournigand, Christophe; Rondeau, Virginie; Briollais, Laurent Bayesian estimation of two-part joint models for a longitudinal semicontinuous biomarker and a terminal event with INLA: interests for cancer clinical trial evaluation. (English) Zbl 1528.62077 Biom. J. 65, No. 4, Article ID 2100322, 22 p. (2023). MSC: 62P10 PDFBibTeX XMLCite \textit{D. Rustand} et al., Biom. J. 65, No. 4, Article ID 2100322, 22 p. (2023; Zbl 1528.62077) Full Text: DOI arXiv OA License
Chaudhuri, Somnath; Juan, Pablo; Mateu, Jorge Spatio-temporal modeling of traffic accidents incidence on urban road networks based on an explicit network triangulation. (English) Zbl 07778558 J. Appl. Stat. 50, No. 16, 3229-3250 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Chaudhuri} et al., J. Appl. Stat. 50, No. 16, 3229--3250 (2023; Zbl 07778558) Full Text: DOI
Boulil, Zaineb L.; Durban, John W.; Fearnbach, Holly; Joyce, Trevor W.; Leander, Samantha G. M.; Scharf, Henry R. Detecting changes in dynamic social networks using multiply-labeled movement data. (English) Zbl 07749307 J. Agric. Biol. Environ. Stat. 28, No. 2, 243-259 (2023). MSC: 62P12 PDFBibTeX XMLCite \textit{Z. L. Boulil} et al., J. Agric. Biol. Environ. Stat. 28, No. 2, 243--259 (2023; Zbl 07749307) Full Text: DOI arXiv
Mejia, Amanda F.; Bolin, David; Yue, Yu Ryan; Wang, Jiongran; Caffo, Brian S.; Nebel, Mary Beth Template independent component analysis with spatial priors for accurate subject-level brain network estimation and inference. (English) Zbl 07747448 J. Comput. Graph. Stat. 32, No. 2, 413-433 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{A. F. Mejia} et al., J. Comput. Graph. Stat. 32, No. 2, 413--433 (2023; Zbl 07747448) Full Text: DOI arXiv
Chiuchiolo, Cristian; van Niekerk, Janet; Rue, Håvard Joint posterior inference for latent Gaussian models with R-INLA. (English) Zbl 07739578 J. Stat. Comput. Simulation 93, No. 5, 723-752 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{C. Chiuchiolo} et al., J. Stat. Comput. Simulation 93, No. 5, 723--752 (2023; Zbl 07739578) Full Text: DOI arXiv
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
Chan, Joshua C. C.; Poon, Aubrey; Zhu, Dan High-dimensional conditionally Gaussian state space models with missing data. (English) Zbl 07729865 J. Econom. 236, No. 1, Article ID 105468, 21 p. (2023). MSC: 62-XX 91-XX PDFBibTeX XMLCite \textit{J. C. C. Chan} et al., J. Econom. 236, No. 1, Article ID 105468, 21 p. (2023; Zbl 07729865) Full Text: DOI arXiv
MacNab, Ying C. On coregionalized multivariate Gaussian Markov random fields: construction, parameterization, and Bayesian estimation and inference. (English) Zbl 1516.62080 Test 32, No. 1, 263-293 (2023). MSC: 62M40 62F15 62F30 62H10 62H11 62P10 PDFBibTeX XMLCite \textit{Y. C. MacNab}, Test 32, No. 1, 263--293 (2023; Zbl 1516.62080) Full Text: DOI
Van Niekerk, Janet; Krainski, Elias; Rustand, Denis; Rue, Håvard A new avenue for Bayesian inference with INLA. (English) Zbl 07710147 Comput. Stat. Data Anal. 181, Article ID 107692, 14 p. (2023). MSC: 62-08 PDFBibTeX XMLCite \textit{J. Van Niekerk} et al., Comput. Stat. Data Anal. 181, Article ID 107692, 14 p. (2023; Zbl 07710147) Full Text: DOI arXiv
Mohammadi, Reza; Massam, Hélène; Letac, Gérard Accelerating Bayesian structure learning in sparse Gaussian graphical models. (English) Zbl 07707245 J. Am. Stat. Assoc. 118, No. 542, 1345-1358 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{R. Mohammadi} et al., J. Am. Stat. Assoc. 118, No. 542, 1345--1358 (2023; Zbl 07707245) Full Text: DOI arXiv
Gasperoni, Francesca; Luati, Alessandra; Paci, Lucia; D’Innocenzo, Enzo Score-driven modeling of spatio-temporal data. (English) Zbl 07707223 J. Am. Stat. Assoc. 118, No. 542, 1066-1077 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{F. Gasperoni} et al., J. Am. Stat. Assoc. 118, No. 542, 1066--1077 (2023; Zbl 07707223) Full Text: DOI
Knutson, Victoria; Aleshin-Guendel, Serge; Karlinsky, Ariel; Msemburi, William; Wakefield, Jon Estimating global and country-specific excess mortality during the COVID-19 pandemic. (English) Zbl 07692386 Ann. Appl. Stat. 17, No. 2, 1353-1374 (2023). MSC: 62Pxx PDFBibTeX XMLCite \textit{V. Knutson} et al., Ann. Appl. Stat. 17, No. 2, 1353--1374 (2023; Zbl 07692386) Full Text: DOI arXiv
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
Urdangarin, Arantxa; Goicoa, Tomás; Ugarte, María Dolores Evaluating recent methods to overcome spatial confounding. (English) Zbl 1524.62472 Rev. Mat. Complut. 36, No. 2, 333-360 (2023). MSC: 62M30 62M40 62P10 PDFBibTeX XMLCite \textit{A. Urdangarin} et al., Rev. Mat. Complut. 36, No. 2, 333--360 (2023; Zbl 1524.62472) Full Text: DOI arXiv
Tang, Mingwei; Dudas, Gytis; Bedford, Trevor; Minin, Vladimir N. Fitting stochastic epidemic models to gene genealogies using linear noise approximation. (English) Zbl 07656964 Ann. Appl. Stat. 17, No. 1, 1-22 (2023). MSC: 62Pxx PDFBibTeX XMLCite \textit{M. Tang} et al., Ann. Appl. Stat. 17, No. 1, 1--22 (2023; Zbl 07656964) Full Text: DOI arXiv
Gaedke-Merzhäuser, Lisa; van Niekerk, Janet; Schenk, Olaf; Rue, Håvard Parallelized integrated nested Laplace approximations for fast Bayesian inference. (English) Zbl 1502.62016 Stat. Comput. 33, No. 1, Paper No. 25, 16 p. (2023). MSC: 62-08 62F15 PDFBibTeX XMLCite \textit{L. Gaedke-Merzhäuser} et al., Stat. Comput. 33, No. 1, Paper No. 25, 16 p. (2023; Zbl 1502.62016) Full Text: DOI arXiv
Nadifar, Mahsa; Baghishani, Hossein; Fallah, Afshin A flexible Bayesian nonconfounding spatial model for analysis of dispersed count data. (English) Zbl 1523.62175 Biom. J. 64, No. 4, 758-770 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{M. Nadifar} et al., Biom. J. 64, No. 4, 758--770 (2022; Zbl 1523.62175) Full Text: DOI
Scharf, Henry R.; Lu, Xinyi; Williams, Perry J.; Hooten, Mevin B. Constructing flexible, identifiable and interpretable statistical models for binary data. (English) Zbl 07778347 Int. Stat. Rev. 90, No. 2, 328-345 (2022). MSC: 62Fxx 62Jxx 62Pxx PDFBibTeX XMLCite \textit{H. R. Scharf} et al., Int. Stat. Rev. 90, No. 2, 328--345 (2022; Zbl 07778347) Full Text: DOI
Khan, Kori; Calder, Catherine A. Restricted spatial regression methods: implications for inference. (English) Zbl 1524.62251 J. Am. Stat. Assoc. 117, No. 537, 482-494 (2022). MSC: 62H11 62M30 PDFBibTeX XMLCite \textit{K. Khan} and \textit{C. A. Calder}, J. Am. Stat. Assoc. 117, No. 537, 482--494 (2022; Zbl 1524.62251) Full Text: DOI arXiv
Berild, Martin Outzen; Martino, Sara; Gómez-Rubio, Virgilio; Rue, Håvard Importance sampling with the integrated nested Laplace approximation. (English) Zbl 07633316 J. Comput. Graph. Stat. 31, No. 4, 1225-1237 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{M. O. Berild} et al., J. Comput. Graph. Stat. 31, No. 4, 1225--1237 (2022; Zbl 07633316) Full Text: DOI arXiv
Sicacha-Parada, Jorge; Pavon-Jordan, Diego; Steinsland, Ingelin; May, Roel; Stokke, Bård; Øien, Ingar Jostein A spatial modeling framework for monitoring surveys with different sampling protocols with a case study for bird abundance in Mid-Scandinavia. (English) Zbl 07632110 J. Agric. Biol. Environ. Stat. 27, No. 3, 562-591 (2022). MSC: 62P12 PDFBibTeX XMLCite \textit{J. Sicacha-Parada} et al., J. Agric. Biol. Environ. Stat. 27, No. 3, 562--591 (2022; Zbl 07632110) Full Text: DOI arXiv
Jalbert, Jonathan; Genest, Christian; Perreault, Luc Interpolation of precipitation extremes on a large domain toward IDF curve construction at unmonitored locations. (English) Zbl 07632105 J. Agric. Biol. Environ. Stat. 27, No. 3, 461-486 (2022). MSC: 62P12 PDFBibTeX XMLCite \textit{J. Jalbert} et al., J. Agric. Biol. Environ. Stat. 27, No. 3, 461--486 (2022; Zbl 07632105) Full Text: DOI
Sanz-Alonso, Daniel; Yang, Ruiyi Finite element representations of Gaussian processes: balancing numerical and statistical accuracy. (English) Zbl 1498.62015 SIAM/ASA J. Uncertain. Quantif. 10, 1323-1349 (2022). MSC: 62-08 62G20 PDFBibTeX XMLCite \textit{D. Sanz-Alonso} and \textit{R. Yang}, SIAM/ASA J. Uncertain. Quantif. 10, 1323--1349 (2022; Zbl 1498.62015) Full Text: DOI arXiv
Sanz-Alonso, Daniel; Yang, Ruiyi The SPDE approach to Matérn fields: graph representations. (English) Zbl 07612070 Stat. Sci. 37, No. 4, 519-540 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{D. Sanz-Alonso} and \textit{R. Yang}, Stat. Sci. 37, No. 4, 519--540 (2022; Zbl 07612070) Full Text: DOI arXiv Link
Bevilacqua, Moreno; Caamaño-Carrillo, Christian; Arellano-Valle, Reinaldo B.; Gómez, Camilo A class of random fields with two-piece marginal distributions for modeling point-referenced data with spatial outliers. (English) Zbl 1510.60037 Test 31, No. 3, 644-674 (2022). MSC: 60G60 62H11 62F10 PDFBibTeX XMLCite \textit{M. Bevilacqua} et al., Test 31, No. 3, 644--674 (2022; Zbl 1510.60037) Full Text: DOI
Whiteman, Andrew S.; Bartsch, Andreas J.; Kang, Jian; Johnson, Timothy D. Bayesian inference for brain activity from functional magnetic resonance imaging collected at two spatial resolutions. (English) Zbl 1498.62268 Ann. Appl. Stat. 16, No. 4, 2626-2647 (2022). MSC: 62P10 62F15 62M40 PDFBibTeX XMLCite \textit{A. S. Whiteman} et al., Ann. Appl. Stat. 16, No. 4, 2626--2647 (2022; Zbl 1498.62268) Full Text: DOI arXiv
Boonstra, Harm Jan; van den Brakel, Jan Multilevel time-series models for small area estimation at different frequencies and domain levels. (English) Zbl 1498.62024 Ann. Appl. Stat. 16, No. 4, 2314-2338 (2022). MSC: 62D05 62F15 62J07 62M10 62-08 62P20 PDFBibTeX XMLCite \textit{H. J. Boonstra} and \textit{J. van den Brakel}, Ann. Appl. Stat. 16, No. 4, 2314--2338 (2022; Zbl 1498.62024) Full Text: DOI
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
Abd Naeeim, Nurul Syafiah; Abdul Rahman, Nuzlinda; Md. Ghani, Nor Azura Spatio-temporal modelling of dengue fever patterns in peninsular Malaysia from 2015–2017. (English) Zbl 1496.62177 Bull. Malays. Math. Sci. Soc. (2) 45, Suppl. 1, 345-364 (2022). MSC: 62P10 PDFBibTeX XMLCite \textit{N. S. Abd Naeeim} et al., Bull. Malays. Math. Sci. Soc. (2) 45, 345--364 (2022; Zbl 1496.62177) Full Text: DOI
Bachoc, François; Durrande, Nicolas; Rullière, Didier; Chevalier, Clément Properties and comparison of some kriging sub-model aggregation methods. (English) Zbl 1495.86009 Math. Geosci. 54, No. 5, 941-977 (2022). MSC: 86A32 86-08 62R07 62H11 PDFBibTeX XMLCite \textit{F. Bachoc} et al., Math. Geosci. 54, No. 5, 941--977 (2022; Zbl 1495.86009) Full Text: DOI arXiv
Muchie, Kindie Fentahun; Wanjoya, Anthony Kibira; Mwalili, Samuel Musili On hierarchical Bayesian spatial small area model for binary data under spatial misalignment. (English) Zbl 07585736 J. Probab. Stat. 2022, Article ID 3865626, 15 p. (2022). MSC: 62-XX 60-XX PDFBibTeX XMLCite \textit{K. F. Muchie} et al., J. Probab. Stat. 2022, Article ID 3865626, 15 p. (2022; Zbl 07585736) Full Text: DOI
Gao, Peter A.; Director, Hannah M.; Bitz, Cecilia M.; Raftery, Adrian E. Probabilistic forecasts of arctic sea ice thickness. (English) Zbl 07570504 J. Agric. Biol. Environ. Stat. 27, No. 2, 280-302 (2022). MSC: 62P12 PDFBibTeX XMLCite \textit{P. A. Gao} et al., J. Agric. Biol. Environ. Stat. 27, No. 2, 280--302 (2022; Zbl 07570504) Full Text: DOI
Cappello, Lorenzo; Palacios, Julia A. Adaptive preferential sampling in phylodynamics with an application to SARS-CoV-2. (English) Zbl 07547631 J. Comput. Graph. Stat. 31, No. 2, 541-552 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{L. Cappello} and \textit{J. A. Palacios}, J. Comput. Graph. Stat. 31, No. 2, 541--552 (2022; Zbl 07547631) Full Text: DOI arXiv
Yu, Han; Jiang, Shanhe; Huang, Hong Spatio-temporal parse network-based trajectory modeling on the dynamics of criminal justice system. (English) Zbl 07540770 J. Appl. Stat. 49, No. 8, 1979-2000 (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{H. Yu} et al., J. Appl. Stat. 49, No. 8, 1979--2000 (2022; Zbl 07540770) Full Text: DOI
Paige, John; Fuglstad, Geir-Arne; Riebler, Andrea; Wakefield, Jon Bayesian multiresolution modeling of georeferenced data: an extension of ‘LatticeKrig’. (English) Zbl 07533779 Comput. Stat. Data Anal. 173, Article ID 107503, 22 p. (2022). MSC: 62H11 62P99 62-XX PDFBibTeX XMLCite \textit{J. Paige} et al., Comput. Stat. Data Anal. 173, Article ID 107503, 22 p. (2022; Zbl 07533779) Full Text: DOI
De Stefano, Domenico; Pauli, Francesco; Torelli, Nicola Preelectoral polls variability: a hierarchical Bayesian model to assess the role of house effects with application to Italian elections. (English) Zbl 1498.62318 Ann. Appl. Stat. 16, No. 1, 460-476 (2022). MSC: 62P25 62F15 62J10 91F10 PDFBibTeX XMLCite \textit{D. De Stefano} et al., Ann. Appl. Stat. 16, No. 1, 460--476 (2022; Zbl 1498.62318) Full Text: DOI
Schumacher, Austin E.; McCormick, Tyler H.; Wakefield, Jon; Chu, Yue; Perin, Jamie; Villavicencio, Francisco; Simon, Noah; Liu, Li A flexible Bayesian framework to estimate age- and cause-specific child mortality over time from sample registration data. (English) Zbl 1498.62252 Ann. Appl. Stat. 16, No. 1, 124-143 (2022). MSC: 62P10 62F15 PDFBibTeX XMLCite \textit{A. E. Schumacher} et al., Ann. Appl. Stat. 16, No. 1, 124--143 (2022; Zbl 1498.62252) Full Text: DOI arXiv
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
Coube-Sisqueille, Sébastien; Liquet, Benoît Improving performances of MCMC for nearest neighbor Gaussian process models with full data augmentation. (English) Zbl 07476357 Comput. Stat. Data Anal. 168, Article ID 107368, 19 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{S. Coube-Sisqueille} and \textit{B. Liquet}, Comput. Stat. Data Anal. 168, Article ID 107368, 19 p. (2022; Zbl 07476357) Full Text: DOI arXiv
Palmí-Perales, Francisco; Gómez-Rubio, Virgilio; López-Abente, Gonzalo; Ramis, Rebeca; Sanz-Anquela, José Miguel; Fernández-Navarro, Pablo Approximate Bayesian inference for multivariate point pattern analysis in disease mapping. (English) Zbl 1523.62177 Biom. J. 63, No. 3, 632-649 (2021). MSC: 62P10 PDFBibTeX XMLCite \textit{F. Palmí-Perales} et al., Biom. J. 63, No. 3, 632--649 (2021; Zbl 1523.62177) Full Text: DOI arXiv
Kaplan, Adam; Murray, Thomas A. Batch Bayesian optimization design for optimizing a neurostimulator. (English) Zbl 1520.62247 Biometrics 77, No. 2, 661-674 (2021). MSC: 62P10 PDFBibTeX XMLCite \textit{A. Kaplan} and \textit{T. A. Murray}, Biometrics 77, No. 2, 661--674 (2021; Zbl 1520.62247) Full Text: DOI
Azevedo, Douglas R. M.; Prates, Marcos O.; Bandyopadhyay, Dipankar MSPOCK: alleviating spatial confounding in multivariate disease mapping models. (English) Zbl 07603076 J. Agric. Biol. Environ. Stat. 26, No. 3, 464-491 (2021). MSC: 62P12 PDFBibTeX XMLCite \textit{D. R. M. Azevedo} et al., J. Agric. Biol. Environ. Stat. 26, No. 3, 464--491 (2021; Zbl 07603076) Full Text: DOI
Bradley, Jonathan R. An approach to incorporate subsampling into a generic Bayesian hierarchical model. (English) Zbl 07499925 J. Comput. Graph. Stat. 30, No. 4, 889-905 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{J. R. Bradley}, J. Comput. Graph. Stat. 30, No. 4, 889--905 (2021; Zbl 07499925) Full Text: DOI
Krock, Mitchell; Kleiber, William; Becker, Stephen Nonstationary modeling with sparsity for spatial data via the basis graphical Lasso. (English) Zbl 07499873 J. Comput. Graph. Stat. 30, No. 2, 375-389 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Krock} et al., J. Comput. Graph. Stat. 30, No. 2, 375--389 (2021; Zbl 07499873) Full Text: DOI
Lenzi, Amanda; Castruccio, Stefano; Rue, Håvard; Genton, Marc G. Improving Bayesian local spatial models in large datasets. (English) Zbl 07499865 J. Comput. Graph. Stat. 30, No. 2, 349-359 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Lenzi} et al., J. Comput. Graph. Stat. 30, No. 2, 349--359 (2021; Zbl 07499865) Full Text: DOI arXiv
Park, Jaewoo; Haran, Murali Reduced-dimensional Monte Carlo maximum likelihood for latent Gaussian random field models. (English) Zbl 07499859 J. Comput. Graph. Stat. 30, No. 2, 269-283 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{J. Park} and \textit{M. Haran}, J. Comput. Graph. Stat. 30, No. 2, 269--283 (2021; Zbl 07499859) Full Text: DOI arXiv
Amaral Turkman, Maria Antónia; Turkman, Kamil Feridun; de Zea Bermudez, Patrícia; Pereira, Soraia; Pereira, Paula; de Carvalho, Miguel Calibration of the bulk and extremes of spatial data. (English) Zbl 1483.62185 REVSTAT 19, No. 3, 309-325 (2021). MSC: 62P12 62F15 62H11 62M30 PDFBibTeX XMLCite \textit{M. A. Amaral Turkman} et al., REVSTAT 19, No. 3, 309--325 (2021; Zbl 1483.62185) Full Text: Link
Adams, Jesse; Morzfeld, Matthias; Joyce, Kevin; Howard, Marylesa; Luttman, Aaron A blocking scheme for dimension-robust Gibbs sampling in large-scale image deblurring. (English) Zbl 07480113 Inverse Probl. Sci. Eng. 29, No. 12, 1789-1810 (2021). MSC: 15A29 65F22 65C05 65C60 94A08 PDFBibTeX XMLCite \textit{J. Adams} et al., Inverse Probl. Sci. Eng. 29, No. 12, 1789--1810 (2021; Zbl 07480113) Full Text: DOI Link
Turčičová, Marie; Mandel, Jan; Eben, Kryštof Score matching filters for Gaussian Markov random fields with a linear model of the precision matrix. (English) Zbl 1478.62282 Found. Data Sci. 3, No. 4, 793-824 (2021). MSC: 62M40 62F12 62H12 62P12 PDFBibTeX XMLCite \textit{M. Turčičová} et al., Found. Data Sci. 3, No. 4, 793--824 (2021; Zbl 1478.62282) 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
Hepler, Staci A.; Waller, Lance A.; Kline, David M. A multivariate spatiotemporal change-point model of opioid overdose deaths in Ohio. (English) Zbl 1478.62327 Ann. Appl. Stat. 15, No. 3, 1329-1342 (2021). MSC: 62P10 62G10 62H11 62M30 PDFBibTeX XMLCite \textit{S. A. Hepler} et al., Ann. Appl. Stat. 15, No. 3, 1329--1342 (2021; Zbl 1478.62327) Full Text: DOI
Hazra, Arnab; Huser, Raphaël Estimating high-resolution red sea surface temperature hotspots, using a low-rank semiparametric spatial model. (English) Zbl 1478.62355 Ann. Appl. Stat. 15, No. 2, 572-596 (2021). MSC: 62P12 62F15 62H11 62H30 86A05 PDFBibTeX XMLCite \textit{A. Hazra} and \textit{R. Huser}, Ann. Appl. Stat. 15, No. 2, 572--596 (2021; Zbl 1478.62355) Full Text: DOI arXiv
Ferreira, Marco A. R.; Porter, Erica M.; Franck, Christopher T. Fast and scalable computations for Gaussian hierarchical models with intrinsic conditional autoregressive spatial random effects. (English) Zbl 07422757 Comput. Stat. Data Anal. 162, Article ID 107264, 20 p. (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{M. A. R. Ferreira} et al., Comput. Stat. Data Anal. 162, Article ID 107264, 20 p. (2021; Zbl 07422757) Full Text: DOI
Lambert, Philippe Fast Bayesian inference using Laplace approximations in nonparametric double additive location-scale models with right- and interval-censored data. (English) Zbl 07422749 Comput. Stat. Data Anal. 161, Article ID 107250, 24 p. (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{P. Lambert}, Comput. Stat. Data Anal. 161, Article ID 107250, 24 p. (2021; Zbl 07422749) Full Text: DOI arXiv
Wang, Craig; Furrer, Reinhard Combining heterogeneous spatial datasets with process-based spatial fusion models: a unifying framework. (English) Zbl 07422743 Comput. Stat. Data Anal. 161, Article ID 107240, 11 p. (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{C. Wang} and \textit{R. Furrer}, Comput. Stat. Data Anal. 161, Article ID 107240, 11 p. (2021; Zbl 07422743) Full Text: DOI arXiv
Allard, Denis; Hristopulos, Dionisios T.; Opitz, Thomas Linking physics and spatial statistics: a new family of Boltzmann-Gibbs random fields. (English) Zbl 1471.62478 Electron. J. Stat. 15, No. 2, 4085-4116 (2021). MSC: 62M30 62P12 62P35 60G60 60K35 62M40 PDFBibTeX XMLCite \textit{D. Allard} et al., Electron. J. Stat. 15, No. 2, 4085--4116 (2021; Zbl 1471.62478) Full Text: DOI Link
Katzfuss, Matthias; Guinness, Joseph A general framework for Vecchia approximations of Gaussian processes. (English) Zbl 07368223 Stat. Sci. 36, No. 1, 124-141 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{M. Katzfuss} and \textit{J. Guinness}, Stat. Sci. 36, No. 1, 124--141 (2021; Zbl 07368223) Full Text: DOI arXiv
Chen, Wanfang; Castruccio, Stefano; Genton, Marc G. Assessing the risk of disruption of wind turbine operations in Saudi Arabia using Bayesian spatial extremes. (English) Zbl 1466.62448 Extremes 24, No. 2, 267-292 (2021). MSC: 62P30 62H30 62G32 62M30 62M40 60F10 PDFBibTeX XMLCite \textit{W. Chen} et al., Extremes 24, No. 2, 267--292 (2021; Zbl 1466.62448) Full Text: DOI Link
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
Cao, Jian; Genton, Marc G.; Keyes, David E.; Turkiyyah, George M. Sum of Kronecker products representation and its Cholesky factorization for spatial covariance matrices from large grids. (English) Zbl 1510.62021 Comput. Stat. Data Anal. 157, Article ID 107165, 15 p. (2021). MSC: 62-08 65F55 PDFBibTeX XMLCite \textit{J. Cao} et al., Comput. Stat. Data Anal. 157, Article ID 107165, 15 p. (2021; Zbl 1510.62021) Full Text: DOI
Brown, Paul T.; Joshi, Chaitanya; Joe, Stephen; Rue, Håvard A novel method of marginalisation using low discrepancy sequences for integrated nested Laplace approximations. (English) Zbl 1510.62020 Comput. Stat. Data Anal. 157, Article ID 107147, 18 p. (2021). MSC: 62-08 62F15 65C05 PDFBibTeX XMLCite \textit{P. T. Brown} et al., Comput. Stat. Data Anal. 157, Article ID 107147, 18 p. (2021; Zbl 1510.62020) Full Text: DOI arXiv
Bardsley, Johnathan M.; Cui, Tiangang Optimization-based Markov chain Monte Carlo methods for nonlinear hierarchical statistical inverse problems. (English) Zbl 07307677 SIAM/ASA J. Uncertain. Quantif. 9, 29-64 (2021). MSC: 65F22 65C05 65C60 94A08 PDFBibTeX XMLCite \textit{J. M. Bardsley} and \textit{T. Cui}, SIAM/ASA J. Uncertain. Quantif. 9, 29--64 (2021; Zbl 07307677) Full Text: DOI arXiv
Wakefield, Jonathan; Okonek, Taylor; Pedersen, Jon Small area estimation for disease prevalence mapping. (English) Zbl 07776806 Int. Stat. Rev. 88, No. 2, 398-418 (2020). MSC: 62Dxx 62-XX 62Mxx PDFBibTeX XMLCite \textit{J. Wakefield} et al., Int. Stat. Rev. 88, No. 2, 398--418 (2020; Zbl 07776806) Full Text: DOI arXiv
Farr, A. Charisse; Mengersen, Kerrie; Ruggeri, Fabrizio; Simpson, Daniel; Wu, Paul; Yarlagadda, Prasad Combining opinions for use in Bayesian networks: a measurement error approach. (English) Zbl 07776802 Int. Stat. Rev. 88, No. 2, 335-353 (2020). MSC: 62Fxx 62-XX 62Jxx PDFBibTeX XMLCite \textit{A. C. Farr} et al., Int. Stat. Rev. 88, No. 2, 335--353 (2020; Zbl 07776802) Full Text: DOI
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
Ma, Pulong; Kang, Emily L. A fused Gaussian process model for very large spatial data. (English) Zbl 07499290 J. Comput. Graph. Stat. 29, No. 3, 479-489 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{P. Ma} and \textit{E. L. Kang}, J. Comput. Graph. Stat. 29, No. 3, 479--489 (2020; Zbl 07499290) Full Text: DOI arXiv
Kaplan, Andee; Kaiser, Mark S.; Lahiri, Soumendra N.; Nordman, Daniel J. Simulating Markov random fields with a conclique-based Gibbs sampler. (English) Zbl 07499256 J. Comput. Graph. Stat. 29, No. 2, 286-296 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Kaplan} et al., J. Comput. Graph. Stat. 29, No. 2, 286--296 (2020; Zbl 07499256) Full Text: DOI arXiv
Bolin, David; Kirchner, Kristin The rational SPDE approach for Gaussian random fields with general smoothness. (English) Zbl 07499255 J. Comput. Graph. Stat. 29, No. 2, 274-285 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{D. Bolin} and \textit{K. Kirchner}, J. Comput. Graph. Stat. 29, No. 2, 274--285 (2020; Zbl 07499255) Full Text: DOI
Geoga, Christopher J.; Anitescu, Mihai; Stein, Michael L. Scalable Gaussian process computations using hierarchical matrices. (English) Zbl 07499251 J. Comput. Graph. Stat. 29, No. 2, 227-237 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{C. J. Geoga} et al., J. Comput. Graph. Stat. 29, No. 2, 227--237 (2020; Zbl 07499251) Full Text: DOI arXiv
Marcy, Peter W.; Vander Wiel, Scott A.; Storlie, Curtis B.; Livescu, Veronica; Bronkhorst, Curt A. Modeling material stress using integrated Gaussian Markov random fields. (English) Zbl 1521.62399 J. Appl. Stat. 47, No. 9, 1616-1636 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{P. W. Marcy} et al., J. Appl. Stat. 47, No. 9, 1616--1636 (2020; Zbl 1521.62399) Full Text: DOI arXiv
Abd Naeeim, Nurul Syafiah; Abdul Rahman, Nuzlinda; Muhammad Fahimi, Fatin Afiqah A spatial-temporal study of dengue in Peninsular Malaysia for the year 2017 in two different space-time model. (English) Zbl 1521.62227 J. Appl. Stat. 47, No. 4, 739-756 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{N. S. Abd Naeeim} et al., J. Appl. Stat. 47, No. 4, 739--756 (2020; Zbl 1521.62227) Full Text: DOI
Nguyen, Dao; de Valpine, Perry; Atchade, Yves; Turek, Daniel; Michaud, Nicholas; Paciorek, Christopher Nested adaptation of MCMC algorithms. (English) Zbl 1480.62180 Bayesian Anal. 15, No. 4, 1323-1343 (2020). MSC: 62-08 62F15 62M10 65C05 65C40 PDFBibTeX XMLCite \textit{D. Nguyen} et al., Bayesian Anal. 15, No. 4, 1323--1343 (2020; Zbl 1480.62180) Full Text: DOI arXiv Euclid
Fuglstad, Geir-Arne; Hem, Ingeborg Gullikstad; Knight, Alexander; Rue, Håvard; Riebler, Andrea Intuitive joint priors for variance parameters. (English) Zbl 1480.62046 Bayesian Anal. 15, No. 4, 1109-1137 (2020). MSC: 62F07 62P10 PDFBibTeX XMLCite \textit{G.-A. Fuglstad} et al., Bayesian Anal. 15, No. 4, 1109--1137 (2020; Zbl 1480.62046) Full Text: DOI arXiv Euclid
Fox, Colin; Cui, Tiangang; Neumayer, Markus Randomized reduced forward models for efficient Metropolis-Hastings MCMC, with application to subsurface fluid flow and capacitance tomography. (English) Zbl 1460.62036 GEM. Int. J. Geomath. 11, No. 1, Paper No. 26, 38 p. (2020). MSC: 62F15 65C40 65D15 65N21 62P30 PDFBibTeX XMLCite \textit{C. Fox} et al., GEM. Int. J. Geomath. 11, Paper No. 26, 38 p. (2020; Zbl 1460.62036) Full Text: DOI arXiv
Lázaro, E.; Armero, C.; Gómez-Rubio, V. Approximate Bayesian inference for mixture cure models. (English) Zbl 1458.62225 Test 29, No. 3, 750-767 (2020). MSC: 62N05 62F15 62N02 62P10 PDFBibTeX XMLCite \textit{E. Lázaro} et al., Test 29, No. 3, 750--767 (2020; Zbl 1458.62225) Full Text: DOI arXiv
Geirsson, Óli Páll; Hrafnkelsson, Birgir; Simpson, Daniel; Sigurdarson, Helgi LGM split sampler: an efficient MCMC sampling scheme for latent Gaussian models. (English) Zbl 07292510 Stat. Sci. 35, No. 2, 218-233 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{Ó. P. Geirsson} et al., Stat. Sci. 35, No. 2, 218--233 (2020; Zbl 07292510) Full Text: DOI Euclid
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
Spiegel, Elmar; Kneib, Thomas; Otto-Sobotka, Fabian Spatio-temporal expectile regression models. (English) Zbl 07259254 Stat. Model. 20, No. 4, 386-409 (2020). MSC: 62-XX PDFBibTeX XMLCite \textit{E. Spiegel} et al., Stat. Model. 20, No. 4, 386--409 (2020; Zbl 07259254) Full Text: DOI
Fuglstad, Geir-Arne; Castruccio, Stefano Compression of climate simulations with a nonstationary global spatiotemporal SPDE model. (English) Zbl 1446.62139 Ann. Appl. Stat. 14, No. 2, 542-559 (2020). MSC: 62H11 60H15 62-08 62P12 86A08 62R07 PDFBibTeX XMLCite \textit{G.-A. Fuglstad} and \textit{S. Castruccio}, Ann. Appl. Stat. 14, No. 2, 542--559 (2020; Zbl 1446.62139) Full Text: DOI Euclid
Miller, David L.; Glennie, Richard; Seaton, Andrew E. Understanding the stochastic partial differential equation approach to smoothing. (English) Zbl 07225437 J. Agric. Biol. Environ. Stat. 25, No. 1, 1-16 (2020); correction ibid. 25, No. 2, 276 (2020). MSC: 62P12 PDFBibTeX XMLCite \textit{D. L. Miller} et al., J. Agric. Biol. Environ. Stat. 25, No. 1, 1--16 (2020; Zbl 07225437) Full Text: DOI arXiv
Monterrubio-Gómez, Karla; Roininen, Lassi; Wade, Sara; Damoulas, Theodoros; Girolami, Mark Posterior inference for sparse hierarchical non-stationary models. (English) Zbl 1510.62068 Comput. Stat. Data Anal. 148, Article ID 106954, 21 p. (2020). MSC: 62-08 62G05 62M40 62M30 60G15 PDFBibTeX XMLCite \textit{K. Monterrubio-Gómez} et al., Comput. Stat. Data Anal. 148, Article ID 106954, 21 p. (2020; Zbl 1510.62068) Full Text: DOI arXiv
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
Kirsner, Daniel; Sansó, Bruno Multi-scale shotgun stochastic search for large spatial datasets. (English) Zbl 1510.62053 Comput. Stat. Data Anal. 146, Article ID 106931, 13 p. (2020). MSC: 62-08 62F15 62M30 62P12 PDFBibTeX XMLCite \textit{D. Kirsner} and \textit{B. Sansó}, Comput. Stat. Data Anal. 146, Article ID 106931, 13 p. (2020; Zbl 1510.62053) Full Text: DOI
Dolgov, Sergey; Anaya-Izquierdo, Karim; Fox, Colin; Scheichl, Robert Approximation and sampling of multivariate probability distributions in the tensor train decomposition. (English) Zbl 1436.62192 Stat. Comput. 30, No. 3, 603-625 (2020). MSC: 62H10 65C05 PDFBibTeX XMLCite \textit{S. Dolgov} et al., Stat. Comput. 30, No. 3, 603--625 (2020; Zbl 1436.62192) Full Text: DOI arXiv
Žukovič, Milan; Borovský, Michal; Lach, Matúš; Hristopulos, Dionissios T. GPU-accelerated simulation of massive spatial data based on the modified planar rotator model. (English) Zbl 1429.65330 Math. Geosci. 52, No. 1, 123-143 (2020). MSC: 65Y05 62P35 62M30 PDFBibTeX XMLCite \textit{M. Žukovič} et al., Math. Geosci. 52, No. 1, 123--143 (2020; Zbl 1429.65330) Full Text: DOI arXiv
Milani, Eder Angelo; Hartmann, Marcelo; Andrade, Marinho G.; Ribeiro Diniz, Carlos Alberto A Bernoulli autoregressive moving average model applied to rainfall occurrence. (English) Zbl 07551984 Commun. Stat., Simulation Comput. 48, No. 9, 2743-2756 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{E. A. Milani} et al., Commun. Stat., Simulation Comput. 48, No. 9, 2743--2756 (2019; Zbl 07551984) Full Text: DOI
Selland Kleppe, Tore Dynamically rescaled Hamiltonian Monte Carlo for Bayesian hierarchical models. (English) Zbl 07499072 J. Comput. Graph. Stat. 28, No. 3, 493-507 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{T. Selland Kleppe}, J. Comput. Graph. Stat. 28, No. 3, 493--507 (2019; Zbl 07499072) Full Text: DOI arXiv
Reich, Brian J.; Shaby, Benjamin A. A spatial Markov model for climate extremes. (English) Zbl 07499016 J. Comput. Graph. Stat. 28, No. 1, 117-126 (2019). MSC: 62-XX PDFBibTeX XMLCite \textit{B. J. Reich} and \textit{B. A. Shaby}, J. Comput. Graph. Stat. 28, No. 1, 117--126 (2019; Zbl 07499016) Full Text: DOI
Alaeian, Mohsen; Barreto Orlande, Helcio Rangel; Lamien, Bernard Application of the photoacoustic technique for temperature measurements during hyperthermia. (English) Zbl 1461.62182 Inverse Probl. Sci. Eng. 27, No. 12, 1651-1671 (2019). MSC: 62P10 62F15 PDFBibTeX XMLCite \textit{M. Alaeian} et al., Inverse Probl. Sci. Eng. 27, No. 12, 1651--1671 (2019; Zbl 1461.62182) Full Text: DOI
Zhang, Lu; Datta, Abhirup; Banerjee, Sudipto Practical Bayesian modeling and inference for massive spatial data sets on modest computing environments. (English) Zbl 07260630 Stat. Anal. Data Min. 12, No. 3, 197-209 (2019). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{L. Zhang} et al., Stat. Anal. Data Min. 12, No. 3, 197--209 (2019; Zbl 07260630) Full Text: DOI arXiv
Ramachandra, Bharathkumar; Dutton, Benjamin; Vatsavai, Ranga Raju Anomalous cluster detection in spatiotemporal meteorological fields. (English) Zbl 07260621 Stat. Anal. Data Min. 12, No. 2, 88-100 (2019). MSC: 62-XX 68-XX PDFBibTeX XMLCite \textit{B. Ramachandra} et al., Stat. Anal. Data Min. 12, No. 2, 88--100 (2019; Zbl 07260621) Full Text: DOI
Lehnert, Judith; Kolbitsch, Christoph; Wübbeler, Gerd; Chiribiri, Amedeo; Schaeffter, Tobias; Elster, Clemens Large-scale Bayesian spatial-temporal regression with application to cardiac MR-perfusion imaging. (English) Zbl 1439.62221 SIAM J. Imaging Sci. 12, No. 4, 2035-2062 (2019). MSC: 62P10 62H35 62J02 62F15 PDFBibTeX XMLCite \textit{J. Lehnert} et al., SIAM J. Imaging Sci. 12, No. 4, 2035--2062 (2019; Zbl 1439.62221) Full Text: DOI
Ickowicz, Adrien; Ford, Jessica; Hayes, Keith A mixture model approach for compositional data: inferring land-use influence on point-referenced water quality measurements. (English) Zbl 1428.62489 J. Agric. Biol. Environ. Stat. 24, No. 4, 719-739 (2019). MSC: 62P12 62F15 62H30 PDFBibTeX XMLCite \textit{A. Ickowicz} et al., J. Agric. Biol. Environ. Stat. 24, No. 4, 719--739 (2019; Zbl 1428.62489) Full Text: DOI
Gopalan, Giri; Hrafnkelsson, Birgir; Wikle, Christopher K.; Rue, Håvard; Aðalgeirsdóttir, Guðfinna; Jarosch, Alexander H.; Pálsson, Finnur A hierarchical spatiotemporal statistical model motivated by glaciology. (English) Zbl 1427.86011 J. Agric. Biol. Environ. Stat. 24, No. 4, 669-692 (2019). MSC: 86A32 62F15 62P12 86A30 PDFBibTeX XMLCite \textit{G. Gopalan} et al., J. Agric. Biol. Environ. Stat. 24, No. 4, 669--692 (2019; Zbl 1427.86011) Full Text: DOI arXiv
Sørbye, Sigrunn H.; Myrvoll-Nilsen, Eirik; Rue, Håvard An approximate fractional Gaussian noise model with \(\mathcal{O}(n)\) computational cost. (English) Zbl 1430.62207 Stat. Comput. 29, No. 4, 821-833 (2019). MSC: 62M10 62M40 62-08 PDFBibTeX XMLCite \textit{S. H. Sørbye} et al., Stat. Comput. 29, No. 4, 821--833 (2019; Zbl 1430.62207) Full Text: DOI arXiv