Edit Profile (opens in new tab) Sangalli, Laura Maria Co-Author Distance Author ID: sangalli.laura-maria Published as: Sangalli, Laura M.; Sangalli, Laura Maria; Sangalli, L. M. more...less External Links: ORCID Documents Indexed: 41 Publications since 2006 1 Contribution as Editor Co-Authors: 40 Co-Authors with 37 Joint Publications 1,090 Co-Co-Authors all top 5 Co-Authors 5 single-authored 12 Secchi, Piercesare 11 Vantini, Simone 7 Arnone, Eleonora 5 Ferraccioli, Federico 5 Nobile, Fabio 5 Ramsay, James O. 4 Finos, Livio 3 Azzimonti, Laura 3 Bernardi, Mara S. 2 Ettinger, Bree 2 Kneip, Alois Richard 2 Marron, James Stephen 2 Paganoni, Anna Maria 2 Perotto, Simona 2 Srivastava, Anuj 2 Vitelli, Valeria 2 Wilhelm, Matthieu 1 Aston, John A. D. 1 Bonaventura, Luca 1 Brutti, Pierpaolo 1 Carey, Michelle 1 Castruccio, Stefano 1 Dalla Rosa, Matilde 1 Dassi, Franco 1 de Falco, Carlo 1 Dede’, Luca 1 Domanin, Maurizio 1 Elías, Antonio 1 Formaggia, Luca 1 Jimenez, Raúl Francisco 1 Lila, Eardi 1 Meretti, Giorgio 1 Patriarca, Mirco 1 Pigoli, Davide 1 Pigolotti, Clara 1 Ramsay, Timothy O. 1 Roberts, Gareth O. 1 Stefanucci, Marco 1 Veneziani, Alessandro 1 Wilhelm, Pierre all top 5 Serials 7 Electronic Journal of Statistics 3 Journal of Multivariate Analysis 3 Computational Statistics and Data Analysis 2 Journal of the American Statistical Association 2 Journal of the Royal Statistical Society. Series B. Statistical Methodology 1 Computer Methods in Applied Mechanics and Engineering 1 Biometrical Journal 1 Biometrika 1 International Statistical Review 1 Statistica Neerlandica 1 Statistics & Probability Letters 1 Applied Numerical Mathematics 1 Statistical Science 1 International Journal of Computer Mathematics 1 Journal of Statistical Computation and Simulation 1 Test 1 Statistica Sinica 1 Bernoulli 1 Bollettino della Unione Matematica Italiana. Serie VIII. Sezione A. La Matematica nella Società e nella Cultura 1 Statistical Modelling 1 Advances in Data Analysis and Classification. ADAC 1 The Annals of Applied Statistics 1 Journal of Computational and Graphical Statistics 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Sankhyā 1 Communications in Applied and Industrial Mathematics 1 SIAM/ASA Journal on Uncertainty Quantification all top 5 Fields 41 Statistics (62-XX) 8 Numerical analysis (65-XX) 4 Probability theory and stochastic processes (60-XX) 3 Biology and other natural sciences (92-XX) 2 Computer science (68-XX) 1 General and overarching topics; collections (00-XX) 1 Partial differential equations (35-XX) 1 Harmonic analysis on Euclidean spaces (42-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 33 Publications have been cited 326 times in 176 Documents Cited by ▼ Year ▼ \(k\)-mean alignment for curve clustering. Zbl 1464.62153 Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone; Vitelli, Valeria 46 2010 Spatial spline regression models. Zbl 1411.62134 Sangalli, Laura M.; Ramsay, James O.; Ramsay, Timothy O. 36 2013 Functional data analysis of amplitude and phase variation. Zbl 1426.62146 Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj 33 2015 A case study in exploratory functional data analysis: geometrical features of the internal carotid artery. Zbl 1388.62191 Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone; Veneziani, Alessandro 32 2009 Smooth principal component analysis over two-dimensional manifolds with an application to neuroimaging. Zbl 1454.62187 Lila, Eardi; Aston, John A. D.; Sangalli, Laura M. 19 2016 Blood flow velocity field estimation via spatial regression with PDE penalization. Zbl 1373.62534 Azzimonti, Laura; Sangalli, Laura M.; Secchi, Piercesare; Domanin, Maurizio; Nobile, Fabio 16 2015 Spatial regression models over two-dimensional manifolds. Zbl 1452.62997 Ettinger, B.; Perotto, S.; Sangalli, L. M. 15 2016 Mixed finite elements for spatial regression with PDE penalization. Zbl 1306.65275 Azzimonti, Laura; Nobile, Fabio; Sangalli, Laura M.; Secchi, Piercesare 13 2014 Modeling spatially dependent functional data via regression with differential regularization. Zbl 1415.62016 Arnone, Eleonora; Azzimonti, Laura; Nobile, Fabio; Sangalli, Laura M. 10 2019 Statistics of time warpings and phase variations. Zbl 1305.62015 Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj 10 2014 Functional clustering and alignment methods with applications. Zbl 1329.62289 Sangalli, Laura Maria; Secchi, Piercesare; Vantini, Simone; Vitelli, Valeria 9 2010 AneuRisk65: a dataset of three-dimensional cerebral vascular geometries. Zbl 1305.62376 Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone 9 2014 Analysis of AneuRisk65 data: \(k\)-mean alignment. Zbl 1305.62377 Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone 9 2014 IGS: an isogeometric approach for smoothing on surfaces. Zbl 1425.65185 Wilhelm, Matthieu; Dedè, Luca; Sangalli, Laura M.; Wilhelm, Pierre 8 2016 Wavelets in functional data analysis: estimation of multidimensional curves and their derivatives. Zbl 1243.62077 Pigoli, Davide; Sangalli, Laura M. 8 2012 Modeling spatial anisotropy via regression with partial differential regularization. Zbl 1403.62056 Bernardi, Mara S.; Carey, Michelle; Ramsay, James O.; Sangalli, Laura M. 7 2018 The role of statistics in the era of big data. Zbl 1395.00047 6 2018 A mesh simplification strategy for a spatial regression analysis over the cortical surface of the brain. Zbl 1326.62147 Dassi, Franco; Ettinger, Bree; Perotto, Simona; Sangalli, Laura M. 6 2015 Generalized spatial regression with differential regularization. Zbl 1510.62237 Wilhelm, Matthieu; Sangalli, Laura M. 5 2016 Analysis of spike train data: an application of \(k\)-mean alignment. Zbl 1305.62331 Patriarca, Mirco; Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone 4 2014 Analysis of proteomics data: block \(k\)-mean alignment. Zbl 1305.62365 Bernardi, Mara; Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone 3 2014 Some first results on the consistency of spatial regression with partial differential equation regularization. Zbl 1524.62166 Arnone, Eleonora; Kneip, Alois; Nobile, Fabio; Sangalli, Laura M. 3 2022 Spatial regression with partial differential equation regularisation. Zbl 07777963 Sangalli, Laura M. 3 2021 Some developments of the normalized random measures with independent increments. Zbl 1193.62038 Sangalli, Laura M. 3 2006 Object oriented data analysis: a few methodological challenges. Zbl 1309.62013 Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone 2 2014 PCA-based discrimination of partially observed functional data, with an application to AneuRisk65 data set. Zbl 07778334 Stefanucci, Marco; Sangalli, Laura M.; Brutti, Pierpaolo 2 2018 Functional regression models: some directions of future research. Zbl 07289480 Paganoni, Anna Maria; Sangalli, Laura M. 2 2017 Nonparametric density estimation over complicated domains. Zbl 07555268 Ferraccioli, Federico; Arnone, Eleonora; Finos, Livio; Ramsay, James O.; Sangalli, Laura M. 2 2021 Principal differential analysis of the AneuRisk65 data set. Zbl 1414.62237 Dalla Rosa, Matilde; Sangalli, Laura M.; Vantini, Simone 1 2014 Analysis of juggling data: an application of \(k\)-mean alignment. Zbl 1305.62012 Bernardi, Mara; Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone 1 2014 Rejoinder: Analysis of AneuRisk65 data. Zbl 1305.62378 Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone 1 2014 A Bayesian approach to spatial prediction with flexible variogram models. Zbl 1302.62249 Castruccio, Stefano; Bonaventura, Luca; Sangalli, Laura M. 1 2012 Some first inferential tools for spatial regression with differential regularization. Zbl 1520.62020 Ferraccioli, Federico; Sangalli, Laura M.; Finos, Livio 1 2022 Some first results on the consistency of spatial regression with partial differential equation regularization. Zbl 1524.62166 Arnone, Eleonora; Kneip, Alois; Nobile, Fabio; Sangalli, Laura M. 3 2022 Some first inferential tools for spatial regression with differential regularization. Zbl 1520.62020 Ferraccioli, Federico; Sangalli, Laura M.; Finos, Livio 1 2022 Spatial regression with partial differential equation regularisation. Zbl 07777963 Sangalli, Laura M. 3 2021 Nonparametric density estimation over complicated domains. Zbl 07555268 Ferraccioli, Federico; Arnone, Eleonora; Finos, Livio; Ramsay, James O.; Sangalli, Laura M. 2 2021 Modeling spatially dependent functional data via regression with differential regularization. Zbl 1415.62016 Arnone, Eleonora; Azzimonti, Laura; Nobile, Fabio; Sangalli, Laura M. 10 2019 Modeling spatial anisotropy via regression with partial differential regularization. Zbl 1403.62056 Bernardi, Mara S.; Carey, Michelle; Ramsay, James O.; Sangalli, Laura M. 7 2018 The role of statistics in the era of big data. Zbl 1395.00047 6 2018 PCA-based discrimination of partially observed functional data, with an application to AneuRisk65 data set. Zbl 07778334 Stefanucci, Marco; Sangalli, Laura M.; Brutti, Pierpaolo 2 2018 Functional regression models: some directions of future research. Zbl 07289480 Paganoni, Anna Maria; Sangalli, Laura M. 2 2017 Smooth principal component analysis over two-dimensional manifolds with an application to neuroimaging. Zbl 1454.62187 Lila, Eardi; Aston, John A. D.; Sangalli, Laura M. 19 2016 Spatial regression models over two-dimensional manifolds. Zbl 1452.62997 Ettinger, B.; Perotto, S.; Sangalli, L. M. 15 2016 IGS: an isogeometric approach for smoothing on surfaces. Zbl 1425.65185 Wilhelm, Matthieu; Dedè, Luca; Sangalli, Laura M.; Wilhelm, Pierre 8 2016 Generalized spatial regression with differential regularization. Zbl 1510.62237 Wilhelm, Matthieu; Sangalli, Laura M. 5 2016 Functional data analysis of amplitude and phase variation. Zbl 1426.62146 Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj 33 2015 Blood flow velocity field estimation via spatial regression with PDE penalization. Zbl 1373.62534 Azzimonti, Laura; Sangalli, Laura M.; Secchi, Piercesare; Domanin, Maurizio; Nobile, Fabio 16 2015 A mesh simplification strategy for a spatial regression analysis over the cortical surface of the brain. Zbl 1326.62147 Dassi, Franco; Ettinger, Bree; Perotto, Simona; Sangalli, Laura M. 6 2015 Mixed finite elements for spatial regression with PDE penalization. Zbl 1306.65275 Azzimonti, Laura; Nobile, Fabio; Sangalli, Laura M.; Secchi, Piercesare 13 2014 Statistics of time warpings and phase variations. Zbl 1305.62015 Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj 10 2014 AneuRisk65: a dataset of three-dimensional cerebral vascular geometries. Zbl 1305.62376 Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone 9 2014 Analysis of AneuRisk65 data: \(k\)-mean alignment. Zbl 1305.62377 Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone 9 2014 Analysis of spike train data: an application of \(k\)-mean alignment. Zbl 1305.62331 Patriarca, Mirco; Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone 4 2014 Analysis of proteomics data: block \(k\)-mean alignment. Zbl 1305.62365 Bernardi, Mara; Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone 3 2014 Object oriented data analysis: a few methodological challenges. Zbl 1309.62013 Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone 2 2014 Principal differential analysis of the AneuRisk65 data set. Zbl 1414.62237 Dalla Rosa, Matilde; Sangalli, Laura M.; Vantini, Simone 1 2014 Analysis of juggling data: an application of \(k\)-mean alignment. Zbl 1305.62012 Bernardi, Mara; Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone 1 2014 Rejoinder: Analysis of AneuRisk65 data. Zbl 1305.62378 Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone 1 2014 Spatial spline regression models. Zbl 1411.62134 Sangalli, Laura M.; Ramsay, James O.; Ramsay, Timothy O. 36 2013 Wavelets in functional data analysis: estimation of multidimensional curves and their derivatives. Zbl 1243.62077 Pigoli, Davide; Sangalli, Laura M. 8 2012 A Bayesian approach to spatial prediction with flexible variogram models. Zbl 1302.62249 Castruccio, Stefano; Bonaventura, Luca; Sangalli, Laura M. 1 2012 \(k\)-mean alignment for curve clustering. Zbl 1464.62153 Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone; Vitelli, Valeria 46 2010 Functional clustering and alignment methods with applications. Zbl 1329.62289 Sangalli, Laura Maria; Secchi, Piercesare; Vantini, Simone; Vitelli, Valeria 9 2010 A case study in exploratory functional data analysis: geometrical features of the internal carotid artery. Zbl 1388.62191 Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone; Veneziani, Alessandro 32 2009 Some developments of the normalized random measures with independent increments. Zbl 1193.62038 Sangalli, Laura M. 3 2006 all cited Publications top 5 cited Publications all top 5 Cited by 312 Authors 27 Sangalli, Laura Maria 18 Vantini, Simone 14 Secchi, Piercesare 9 Srivastava, Anuj 7 Menafoglio, Alessandra 6 Arnone, Eleonora 6 Marron, James Stephen 6 Tucker, J. Derek 5 Hubert, Mia 5 Kurtek, Sebastian 5 Pini, Alessia 5 Vieu, Philippe 5 Vitelli, Valeria 4 Aneiros-Pérez, Germán 4 Aston, John A. D. 4 Claeskens, Gerda 4 Ferraccioli, Federico 4 Kneip, Alois Richard 4 Müller, Hans-Georg 4 Nobile, Fabio 4 Paganoni, Anna Maria 4 Ramsay, James O. 4 Wang, Li 4 Yu, Shan 3 Bassetti, Federico 3 Bernardi, Mara S. 3 Dassi, Franco 3 Finos, Livio 3 Lila, Eardi 3 Lu, Xiaosun 3 Perotto, Simona 3 Pigoli, Davide 3 Quarteroni, Alfio M. 3 Rousseeuw, Peter J. 3 Shi, Jianqing 3 Wang, Guannan 3 Wang, Jane-Ling 3 Wu, Wei 2 Adelfio, Giada 2 Bharath, Karthik 2 Dabo-Niang, Sophie 2 Deparis, Simone 2 Elías, Antonio 2 Formaggia, Luca 2 Genton, Marc G. 2 Gervini, Daniel 2 Grandperrin, Gwenol 2 Greven, Sonja 2 Guo, Mengmeng 2 Hitchcock, David B. 2 Ieva, Francesca 2 Jacques, Julien 2 Jimenez, Raúl Francisco 2 Justel, Ana 2 Kim, Myungjin 2 Kim, Won-Seok 2 Koch, Inge 2 Lewis, John R. 2 Lin, Zhenhua 2 Martínez-Hernández, Israel 2 Matuk, James 2 Novo, Silvia 2 Panaretos, Victor M. 2 Park, Juhyun 2 Preda, Cristian 2 Scheipl, Fabian 2 Segaert, Pieter 2 Slaets, Leen 2 Sottile, Gianluca 2 Staicu, Ana-Maria 2 Stamm, Aymeric 2 Su, Jingyong 2 Svarc, Marcela 2 Wang, YueYing 2 Wilhelm, Matthieu 2 Yang, Lijian 2 Zemel, Yoav 2 Zeng, Pengcheng 2 Zhang, Xiaoke 2 Zhang, Zhengwu 2 Zhong, Qixian 1 Adams, Niall M. 1 Ahn, Jeongyoun 1 Ahn, Kyungmin 1 Albert-Smet, Javier 1 Aletti, Giacomo 1 Álvarez-Esteban, Pedro César 1 Arridge, Simon R. 1 Asiaee, Amir 1 Azzimonti, Laura 1 Barry, Ronald Paul 1 Bauer, Alexander Max 1 Beck, Joakim 1 Bellettiere, John 1 Benzi, Michele 1 Berrendero, Jose Ramon 1 Bortz, David M. 1 Boscaino, Giovanni 1 Boulle, Marc 1 Bouzebda, Salim ...and 212 more Authors all top 5 Cited in 51 Serials 20 Computational Statistics and Data Analysis 20 Electronic Journal of Statistics 16 Journal of Multivariate Analysis 9 Journal of Computational and Graphical Statistics 7 Biometrics 7 Journal of the American Statistical Association 7 Statistics & Probability Letters 7 Statistical Methods and Applications 6 Advances in Data Analysis and Classification. ADAC 5 The Annals of Statistics 5 Journal of Applied Statistics 4 Statistica Sinica 3 Computer Methods in Applied Mechanics and Engineering 3 Computational Statistics 3 Test 3 Statistical Modelling 3 The Annals of Applied Statistics 2 Computers and Fluids 2 Bulletin of Mathematical Biology 2 Statistical Science 2 Journal of Statistical Computation and Simulation 2 Journal of Nonparametric Statistics 2 Statistics and Computing 1 The Canadian Journal of Statistics 1 Inverse Problems 1 Psychometrika 1 Biometrical Journal 1 International Statistical Review 1 Journal of Econometrics 1 Journal of Statistical Planning and Inference 1 Mathematics and Computers in Simulation 1 SIAM Journal on Numerical Analysis 1 Statistica 1 Statistica Neerlandica 1 Applied Numerical Mathematics 1 Journal of Global Optimization 1 Numerical Algorithms 1 European Journal of Operational Research 1 International Journal of Computer Mathematics 1 Pattern Recognition 1 Journal of Mathematical Imaging and Vision 1 Cybernetics and Systems Analysis 1 SIAM Journal on Scientific Computing 1 Mathematical Methods of Statistics 1 Bernoulli 1 Optimization and Engineering 1 Brazilian Journal of Probability and Statistics 1 Statistical Analysis and Data Mining 1 Mathematical Geosciences 1 Journal of Agricultural, Biological, and Environmental Statistics 1 Bayesian Analysis all top 5 Cited in 19 Fields 160 Statistics (62-XX) 16 Numerical analysis (65-XX) 10 Biology and other natural sciences (92-XX) 9 Probability theory and stochastic processes (60-XX) 4 Computer science (68-XX) 3 Fluid mechanics (76-XX) 3 Geophysics (86-XX) 3 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 2 Approximations and expansions (41-XX) 2 Calculus of variations and optimal control; optimization (49-XX) 2 Operations research, mathematical programming (90-XX) 1 General and overarching topics; collections (00-XX) 1 Linear and multilinear algebra; matrix theory (15-XX) 1 Ordinary differential equations (34-XX) 1 Partial differential equations (35-XX) 1 Functional analysis (46-XX) 1 Operator theory (47-XX) 1 Differential geometry (53-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year