Edit Profile (opens in new tab) Mangion, Andrew Zammit Co-Author Distance Author ID: mangion.andrew-zammit Published as: Zammit-Mangion, Andrew; Mangion, Andrew Zammit Documents Indexed: 16 Publications since 2011 Co-Authors: 34 Co-Authors with 16 Joint Publications 649 Co-Co-Authors all top 5 Co-Authors 0 single-authored 5 Rougier, Jonathan C. 4 Cressie, Noel A. C. 3 Vu, Quan 2 Bamber, Jonathan 2 Kadirkamanathan, Visakan 2 Lindgren, Finn 2 Ng, Tin Lok James 2 Sanguinetti, Guido 2 Schön, Nana 2 Suesse, Thomas 1 Burden, Sandy 1 Cao, Yi 1 Datta, Abhirup 1 Davis, Walter 1 Filippone, Maurizio 1 Finley, Andrew O. 1 Furrer, Reinhard 1 Gerber, Florian 1 Gramacy, Robert B. 1 Guhaniyogi, Rajarshi 1 Guinness, Joseph 1 Hammerling, Dorit 1 Heaton, Matthew J. 1 Huang, Guowen 1 Huang, Hsin-Cheng 1 Jacobson, Josh 1 Katzfuss, Matthias 1 Krivitsky, Pavel N. 1 Mokhtarian, Payam 1 Niranjan, Mahesan 1 Nychka, Douglas W. 1 Pearse, Alan R. 1 Sun, Furong 1 Yuan, Ke all top 5 Serials 2 Journal of Agricultural, Biological, and Environmental Statistics 2 Environmetrics 1 Scandinavian Journal of Statistics 1 Biometrika 1 Journal of the American Statistical Association 1 Statistical Science 1 Neural Computation 1 IEEE Transactions on Signal Processing 1 Journal of Statistical Computation and Simulation 1 Computational Statistics and Data Analysis 1 Statistica Sinica 1 Bernoulli 1 Journal of Computational and Graphical Statistics 1 Statistics and Computing all top 5 Fields 16 Statistics (62-XX) 3 Probability theory and stochastic processes (60-XX) 2 Numerical analysis (65-XX) 2 Geophysics (86-XX) 1 Combinatorics (05-XX) 1 Partial differential equations (35-XX) 1 Computer science (68-XX) 1 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 10 Publications have been cited 116 times in 107 Documents Cited by ▼ Year ▼ A case study competition among methods for analyzing large spatial data. Zbl 1426.62345 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 85 2019 Multivariate spatial covariance models: a conditional approach. Zbl 1506.62297 Cressie, Noel; Zammit-Mangion, Andrew 11 2016 Variational estimation in spatiotemporal systems from continuous and point-process observations. Zbl 1391.62186 Zammit-Mangion, Andrew; Sanguinetti, Guido; Kadirkamanathan, Visakan 5 2012 Deep compositional spatial models. Zbl 1515.62090 Zammit-Mangion, Andrew; Ng, Tin Lok James; Vu, Quan; Filippone, Maurizio 3 2022 Modeling nonstationary and asymmetric multivariate spatial covariances via deformations. Zbl 07601229 Vu, Quan; Zammit-Mangion, Andrew; Cressie, Noel 3 2022 Computational aspects of the EM algorithm for spatial econometric models with missing data. Zbl 07192029 Suesse, Thomas; Zammit-Mangion, Andrew 3 2017 Online variational inference for state-space models with point-process observations. Zbl 1218.92053 Mangion, Andrew Zammit; Yuan, Ke; Kadirkamanathan, Visakan; Niranjan, Mahesan; Sanguinetti, Guido 2 2011 Multivariate spatio-temporal modelling for assessing Antarctica’s present-day contribution to sea-level rise. Zbl 1525.62240 Zammit-Mangion, Andrew; Rougier, Jonathan; Schön, Nana; Lindgren, Finn; Bamber, Jonathan 2 2015 Capturing multivariate spatial dependence: model, estimate and then predict. Zbl 1332.86009 Cressie, Noel; Burden, Sandy; Davis, Walter; Krivitsky, Pavel N.; Mokhtarian, Payam; Suesse, Thomas; Zammit-Mangion, Andrew 1 2015 A sparse linear algebra algorithm for fast computation of prediction variances with Gaussian Markov random fields. Zbl 1469.62174 Zammit-Mangion, Andrew; Rougier, Jonathan 1 2018 Deep compositional spatial models. Zbl 1515.62090 Zammit-Mangion, Andrew; Ng, Tin Lok James; Vu, Quan; Filippone, Maurizio 3 2022 Modeling nonstationary and asymmetric multivariate spatial covariances via deformations. Zbl 07601229 Vu, Quan; Zammit-Mangion, Andrew; Cressie, Noel 3 2022 A case study competition among methods for analyzing large spatial data. Zbl 1426.62345 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 85 2019 A sparse linear algebra algorithm for fast computation of prediction variances with Gaussian Markov random fields. Zbl 1469.62174 Zammit-Mangion, Andrew; Rougier, Jonathan 1 2018 Computational aspects of the EM algorithm for spatial econometric models with missing data. Zbl 07192029 Suesse, Thomas; Zammit-Mangion, Andrew 3 2017 Multivariate spatial covariance models: a conditional approach. Zbl 1506.62297 Cressie, Noel; Zammit-Mangion, Andrew 11 2016 Multivariate spatio-temporal modelling for assessing Antarctica’s present-day contribution to sea-level rise. Zbl 1525.62240 Zammit-Mangion, Andrew; Rougier, Jonathan; Schön, Nana; Lindgren, Finn; Bamber, Jonathan 2 2015 Capturing multivariate spatial dependence: model, estimate and then predict. Zbl 1332.86009 Cressie, Noel; Burden, Sandy; Davis, Walter; Krivitsky, Pavel N.; Mokhtarian, Payam; Suesse, Thomas; Zammit-Mangion, Andrew 1 2015 Variational estimation in spatiotemporal systems from continuous and point-process observations. Zbl 1391.62186 Zammit-Mangion, Andrew; Sanguinetti, Guido; Kadirkamanathan, Visakan 5 2012 Online variational inference for state-space models with point-process observations. Zbl 1218.92053 Mangion, Andrew Zammit; Yuan, Ke; Kadirkamanathan, Visakan; Niranjan, Mahesan; Sanguinetti, Guido 2 2011 all cited Publications top 5 cited Publications all top 5 Cited by 272 Authors 8 Banerjee, Sudipto 8 Katzfuss, Matthias 6 Mangion, Andrew Zammit 5 Genton, Marc G. 4 Guinness, Joseph 4 Reich, Brian James 4 Sun, Ying 3 Bolin, David 3 Heaton, Matthew J. 3 Peruzzi, Michele 3 Vu, Quan 3 Wakefield, Jon C. 2 Alegria, Alfredo 2 Bradley, Jonathan R. 2 Chen, Wanfang 2 Datta, Abhirup 2 Guan, Yawen 2 Guha, Suman 2 Guhaniyogi, Rajarshi 2 Hammerling, Dorit 2 Huang, Huang 2 Huser, Raphaël 2 Kang, Emily L. 2 Kleiber, William 2 Konomi, Bledar A. 2 Li, Cheng 2 Lim, Chae Young 2 Lindgren, Finn 2 Mastrantonio, Gianluca 2 Ng, Tin Lok James 2 Porcu, Emilio 2 Roininen, Lassi 2 Rougier, Jonathan C. 2 Sanz-Alonso, Daniel 2 Schlather, Martin 2 Stein, Michael L. 2 Wade, Sara 2 Yang, Ruiyi 2 Zhang, Lu 1 Abdulah, Sameh 1 Acosta, Jonathan 1 Agou, Vasiliki D. 1 Allsop, Stephen A. 1 Almomani, Ayat 1 Anderson, Lauren 1 Arp, Laurens 1 Azizi, Lamiae 1 Ba, Demba Bocar 1 Bachoc, François 1 Bakka, Haakon C. 1 Bamber, Jonathan 1 Bandyopadhyay, Dipankar 1 Baratchi, Mitra 1 Barber, Xavier 1 Bastide, Paul 1 Basu, Sumanta 1 Batteate, Christina M. 1 Baumann, Matthias 1 Becker, Stephen R. 1 Belin, Thomas R. 1 Benedetti, Marco H. 1 Berrocal, Veronica J. 1 Bevilacqua, Moreno 1 Bibbona, Enrico 1 Biesecker, Matthew 1 Binois, Mickaël 1 Bitz, Cecilia M. 1 Blasi, Carlo 1 Blei, David M. 1 Brost, Brian M. 1 Brown, D. Andrew 1 Caamaño-Carrillo, Christian 1 Cao, Yi 1 Capotorti, Giulia 1 Castiglione, Cristian 1 Cavieres, Joaquin 1 Chan-Golston, Alec 1 Chen, Jie 1 Chevalier, Clément 1 Chirico, Michael 1 Chow, Edmond 1 Christiansen, Rune 1 Chu, Yue 1 Chung, Yu-Min 1 Cirak, Fehmi 1 Collins, Gavin Q. 1 Conesa, David 1 Contreras-Reyes, Javier E. 1 Cressie, Noel A. C. 1 Cunningham, John P. 1 Damoulas, Theodoros 1 Di Loro, Pierfrancesco Alaimo 1 Director, Hannah M. 1 Dörr, Christopher 1 Dreižienė, Lina 1 Dučinskas, Kȩstutis 1 Dunson, David Brian 1 Durrande, Nicolas 1 Eklund, Anders 1 Emery, Xavier ...and 172 more Authors all top 5 Cited in 38 Serials 13 The Annals of Applied Statistics 12 Journal of Agricultural, Biological, and Environmental Statistics 6 Journal of the American Statistical Association 6 Journal of Multivariate Analysis 6 Journal of Computational and Graphical Statistics 6 Statistics and Computing 5 Statistical Science 5 Computational Statistics and Data Analysis 5 Bayesian Analysis 5 Japanese Journal of Statistics and Data Science 3 Journal of Statistical Computation and Simulation 3 SIAM/ASA Journal on Uncertainty Quantification 2 Biometrics 2 International Statistical Review 2 Statistica Sinica 2 Electronic Journal of Statistics 2 Mathematical Geosciences 1 The American Statistician 1 Computer Methods in Applied Mechanics and Engineering 1 Inverse Problems 1 Scandinavian Journal of Statistics 1 The Annals of Statistics 1 Journal of the Indian Institute of Science 1 Statistics & Probability Letters 1 SIAM Journal on Matrix Analysis and Applications 1 Neural Computation 1 Journal of Global Optimization 1 Communications in Statistics. Simulation and Computation 1 Communications in Statistics. Theory and Methods 1 Test 1 Bernoulli 1 Data Mining and Knowledge Discovery 1 Journal of Applied Statistics 1 Journal of Machine Learning Research (JMLR) 1 Journal of the Korean Statistical Society 1 Statistical Analysis and Data Mining 1 Sankhyā. Series B 1 Environmetrics all top 5 Cited in 12 Fields 103 Statistics (62-XX) 15 Geophysics (86-XX) 13 Probability theory and stochastic processes (60-XX) 6 Computer science (68-XX) 5 Numerical analysis (65-XX) 4 Biology and other natural sciences (92-XX) 2 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 General and overarching topics; collections (00-XX) 1 Combinatorics (05-XX) 1 Approximations and expansions (41-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) 1 Astronomy and astrophysics (85-XX) Citations by Year