Ferraccioli, Federico; Sangalli, Laura M.; Finos, Livio Nonparametric tests for semiparametric regression models. (English) Zbl 07776691 Test 32, No. 3, 1106-1130 (2023). MSC: 62G10 62G05 PDFBibTeX XMLCite \textit{F. Ferraccioli} et al., Test 32, No. 3, 1106--1130 (2023; Zbl 07776691) Full Text: DOI OA License
Arnone, Eleonora; De Falco, Carlo; Formaggia, Luca; Meretti, Giorgio; Sangalli, Laura M. Computationally efficient techniques for spatial regression with differential regularization. (English) Zbl 07761276 Int. J. Comput. Math. 100, No. 10, 1971-1991 (2023). MSC: 62G05 62G08 65D10 PDFBibTeX XMLCite \textit{E. Arnone} et al., Int. J. Comput. Math. 100, No. 10, 1971--1991 (2023; Zbl 07761276) Full Text: DOI
Elías, Antonio; Jiménez, Raúl; Paganoni, Anna M.; Sangalli, Laura M. Integrated depths for partially observed functional data. (English) Zbl 07747442 J. Comput. Graph. Stat. 32, No. 2, 341-352 (2023). MSC: 62-XX PDFBibTeX XMLCite \textit{A. Elías} et al., J. Comput. Graph. Stat. 32, No. 2, 341--352 (2023; Zbl 07747442) Full Text: DOI
Arnone, Eleonora; Ferraccioli, Federico; Pigolotti, Clara; Sangalli, Laura M. A roughness penalty approach to estimate densities over two-dimensional manifolds. (English) Zbl 07561889 Comput. Stat. Data Anal. 174, Article ID 107527, 14 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{E. Arnone} et al., Comput. Stat. Data Anal. 174, Article ID 107527, 14 p. (2022; Zbl 07561889) Full Text: DOI
Arnone, Eleonora; Kneip, Alois; Nobile, Fabio; Sangalli, Laura M. Some first results on the consistency of spatial regression with partial differential equation regularization. (English) Zbl 1524.62166 Stat. Sin. 32, No. 1, 209-238 (2022). MSC: 62G08 62G20 62R10 PDFBibTeX XMLCite \textit{E. Arnone} et al., Stat. Sin. 32, No. 1, 209--238 (2022; Zbl 1524.62166) Full Text: DOI Link
Ferraccioli, Federico; Sangalli, Laura M.; Finos, Livio Some first inferential tools for spatial regression with differential regularization. (English) Zbl 1520.62020 J. Multivariate Anal. 189, Article ID 104866, 12 p. (2022). MSC: 62G08 62H11 62R10 62G20 62E20 62G10 65N30 PDFBibTeX XMLCite \textit{F. Ferraccioli} et al., J. Multivariate Anal. 189, Article ID 104866, 12 p. (2022; Zbl 1520.62020) Full Text: DOI
Sangalli, Laura M. Spatial regression with partial differential equation regularisation. (English) Zbl 07777963 Int. Stat. Rev. 89, No. 3, 505-531 (2021). MSC: 62-XX 62Gxx 65Dxx PDFBibTeX XMLCite \textit{L. M. Sangalli}, Int. Stat. Rev. 89, No. 3, 505--531 (2021; Zbl 07777963) Full Text: DOI OA License
Ferraccioli, Federico; Arnone, Eleonora; Finos, Livio; Ramsay, James O.; Sangalli, Laura M. Nonparametric density estimation over complicated domains. (English) Zbl 07555268 J. R. Stat. Soc., Ser. B, Stat. Methodol. 83, No. 2, 346-368 (2021). MSC: 62-XX PDFBibTeX XMLCite \textit{F. Ferraccioli} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 83, No. 2, 346--368 (2021; Zbl 07555268) Full Text: DOI
Ferraccioli, Federico; Sangalli, Laura M.; Arnone, Eleonora; Finos, Livio A functional data analysis approach to the estimation of densities over complex regions. (English) Zbl 1444.62150 Aneiros, Germán (ed.) et al., Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23–25, 2021. Cham: Springer. Contrib. Stat., 77-82 (2020). MSC: 62R10 62G07 60L90 62-08 PDFBibTeX XMLCite \textit{F. Ferraccioli} et al., in: Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23--25, 2021. Cham: Springer. 77--82 (2020; Zbl 1444.62150) Full Text: DOI
Arnone, Eleonora; Kneip, Alois; Nobile, Fabio; Sangalli, Laura M. Some numerical test on the convergence rates of regression with differential regularization. (English) Zbl 1444.62141 Aneiros, Germán (ed.) et al., Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23–25, 2021. Cham: Springer. Contrib. Stat., 11-18 (2020). MSC: 62R10 62J02 62H11 62-08 PDFBibTeX XMLCite \textit{E. Arnone} et al., in: Functional and high-dimensional statistics and related fields. Selected papers presented at the 5th international workshop on functional and operatorial statistics, IWFOS 2021, Brno, Czech Republic, June 23--25, 2021. Cham: Springer. 11--18 (2020; Zbl 1444.62141) Full Text: DOI
Arnone, Eleonora; Azzimonti, Laura; Nobile, Fabio; Sangalli, Laura M. Modeling spatially dependent functional data via regression with differential regularization. (English) Zbl 1415.62016 J. Multivariate Anal. 170, 275-295 (2019). MSC: 62G08 65D10 62P10 PDFBibTeX XMLCite \textit{E. Arnone} et al., J. Multivariate Anal. 170, 275--295 (2019; Zbl 1415.62016) Full Text: DOI Link
Stefanucci, Marco; Sangalli, Laura M.; Brutti, Pierpaolo PCA-based discrimination of partially observed functional data, with an application to AneuRisk65 data set. (English) Zbl 07778334 Stat. Neerl. 72, No. 3, 246-264 (2018). MSC: 62Hxx 62-XX 62Gxx PDFBibTeX XMLCite \textit{M. Stefanucci} et al., Stat. Neerl. 72, No. 3, 246--264 (2018; Zbl 07778334) Full Text: DOI
Bernardi, Mara S.; Carey, Michelle; Ramsay, James O.; Sangalli, Laura M. Modeling spatial anisotropy via regression with partial differential regularization. (English) Zbl 1403.62056 J. Multivariate Anal. 167, 15-30 (2018). MSC: 62G08 62J12 62H11 62P12 PDFBibTeX XMLCite \textit{M. S. Bernardi} et al., J. Multivariate Anal. 167, 15--30 (2018; Zbl 1403.62056) Full Text: DOI Link
Sangalli, Laura M. (ed.) The role of statistics in the era of big data. (English) Zbl 1395.00047 Stat. Probab. Lett. 136, 1-3 (2018). MSC: 00B15 62-06 68-06 PDFBibTeX XMLCite \textit{L. M. Sangalli} (ed.), Stat. Probab. Lett. 136, 1--3 (2018; Zbl 1395.00047) Full Text: DOI
Paganoni, Anna Maria; Sangalli, Laura M. Functional regression models: some directions of future research. (English) Zbl 07289480 Stat. Model. 17, No. 1-2, 94-99 (2017). MSC: 62-XX PDFBibTeX XMLCite \textit{A. M. Paganoni} and \textit{L. M. Sangalli}, Stat. Model. 17, No. 1--2, 94--99 (2017; Zbl 07289480) Full Text: DOI
Wilhelm, Matthieu; Sangalli, Laura M. Generalized spatial regression with differential regularization. (English) Zbl 1510.62237 J. Stat. Comput. Simulation 86, No. 13, 2497-2518 (2016). MSC: 62H11 62G08 62J12 62-08 PDFBibTeX XMLCite \textit{M. Wilhelm} and \textit{L. M. Sangalli}, J. Stat. Comput. Simulation 86, No. 13, 2497--2518 (2016; Zbl 1510.62237) Full Text: DOI arXiv
Lila, Eardi; Aston, John A. D.; Sangalli, Laura M. Smooth principal component analysis over two-dimensional manifolds with an application to neuroimaging. (English) Zbl 1454.62187 Ann. Appl. Stat. 10, No. 4, 1854-1879 (2016). MSC: 62H25 62P10 62R10 PDFBibTeX XMLCite \textit{E. Lila} et al., Ann. Appl. Stat. 10, No. 4, 1854--1879 (2016; Zbl 1454.62187) Full Text: DOI arXiv
Ettinger, B.; Perotto, S.; Sangalli, L. M. Spatial regression models over two-dimensional manifolds. (English) Zbl 1452.62997 Biometrika 103, No. 1, 71-88 (2016). MSC: 62R30 62G08 62H11 62-08 PDFBibTeX XMLCite \textit{B. Ettinger} et al., Biometrika 103, No. 1, 71--88 (2016; Zbl 1452.62997) Full Text: DOI Link
Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj Functional data analysis of amplitude and phase variation. (English) Zbl 1426.62146 Stat. Sci. 30, No. 4, 468-484 (2015). MSC: 62G99 62H25 62J99 PDFBibTeX XMLCite \textit{J. S. Marron} et al., Stat. Sci. 30, No. 4, 468--484 (2015; Zbl 1426.62146) Full Text: DOI arXiv Euclid
Azzimonti, Laura; Sangalli, Laura M.; Secchi, Piercesare; Domanin, Maurizio; Nobile, Fabio Blood flow velocity field estimation via spatial regression with PDE penalization. (English) Zbl 1373.62534 J. Am. Stat. Assoc. 110, No. 511, 1057-1071 (2015). MSC: 62P10 62M40 62H11 92C35 PDFBibTeX XMLCite \textit{L. Azzimonti} et al., J. Am. Stat. Assoc. 110, No. 511, 1057--1071 (2015; Zbl 1373.62534) Full Text: DOI Link
Dassi, Franco; Ettinger, Bree; Perotto, Simona; Sangalli, Laura M. A mesh simplification strategy for a spatial regression analysis over the cortical surface of the brain. (English) Zbl 1326.62147 Appl. Numer. Math. 90, 111-131 (2015). MSC: 62J02 65D17 92C30 PDFBibTeX XMLCite \textit{F. Dassi} et al., Appl. Numer. Math. 90, 111--131 (2015; Zbl 1326.62147) Full Text: DOI
Sangalli, Laura M. Statistical and numerical techniques for spatial functional data analysis. (English) Zbl 1430.62281 Bongiorno, Enea G. (ed.) et al., Contributions in infinite-dimensional statistics and related topics. Selected papers from the 3rd international workshop on functional and operatorial statistics (IWFOS’2014), Stresa, Italy, June 19–21, 2014. Bologna: Società Editrice Esculapio. 239-244 (2014). MSC: 62R10 62-08 62M30 PDFBibTeX XMLCite \textit{L. M. Sangalli}, in: Contributions in infinite-dimensional statistics and related topics. Selected papers from the 3rd international workshop on functional and operatorial statistics (IWFOS'2014), Stresa, Italy, June 19--21, 2014. Bologna: Società Editrice Esculapio. 239--244 (2014; Zbl 1430.62281)
Dalla Rosa, Matilde; Sangalli, Laura M.; Vantini, Simone Principal differential analysis of the AneuRisk65 data set. (English) Zbl 1414.62237 Adv. Data Anal. Classif., ADAC 8, No. 3, 287-302 (2014). MSC: 62H30 62H25 62P10 PDFBibTeX XMLCite \textit{M. Dalla Rosa} et al., Adv. Data Anal. Classif., ADAC 8, No. 3, 287--302 (2014; Zbl 1414.62237) Full Text: DOI
Azzimonti, Laura; Nobile, Fabio; Sangalli, Laura M.; Secchi, Piercesare Mixed finite elements for spatial regression with PDE penalization. (English) Zbl 1306.65275 SIAM/ASA J. Uncertain. Quantif. 2, 305-335 (2014). MSC: 65N30 65N21 35R30 35J25 65N15 65N12 62G08 62G20 PDFBibTeX XMLCite \textit{L. Azzimonti} et al., SIAM/ASA J. Uncertain. Quantif. 2, 305--335 (2014; Zbl 1306.65275) Full Text: DOI Link
Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone Rejoinder: Analysis of AneuRisk65 data. (English) Zbl 1305.62378 Electron. J. Stat. 8, No. 2, 1937-1939 (2014). MSC: 62P10 62-07 PDFBibTeX XMLCite \textit{L. M. Sangalli} et al., Electron. J. Stat. 8, No. 2, 1937--1939 (2014; Zbl 1305.62378) Full Text: DOI Euclid
Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone Analysis of AneuRisk65 data: \(k\)-mean alignment. (English) Zbl 1305.62377 Electron. J. Stat. 8, No. 2, 1891-1904 (2014). MSC: 62P10 62H30 62-07 62H25 PDFBibTeX XMLCite \textit{L. M. Sangalli} et al., Electron. J. Stat. 8, No. 2, 1891--1904 (2014; Zbl 1305.62377) Full Text: DOI Euclid
Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone AneuRisk65: a dataset of three-dimensional cerebral vascular geometries. (English) Zbl 1305.62376 Electron. J. Stat. 8, No. 2, 1879-1890 (2014). MSC: 62P10 62-07 62G05 PDFBibTeX XMLCite \textit{L. M. Sangalli} et al., Electron. J. Stat. 8, No. 2, 1879--1890 (2014; Zbl 1305.62376) Full Text: DOI Euclid
Bernardi, Mara; Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone Analysis of juggling data: an application of \(k\)-mean alignment. (English) Zbl 1305.62012 Electron. J. Stat. 8, No. 2, 1817-1824 (2014). MSC: 62-07 62A09 62H30 PDFBibTeX XMLCite \textit{M. Bernardi} et al., Electron. J. Stat. 8, No. 2, 1817--1824 (2014; Zbl 1305.62012) Full Text: DOI Euclid
Patriarca, Mirco; Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone Analysis of spike train data: an application of \(k\)-mean alignment. (English) Zbl 1305.62331 Electron. J. Stat. 8, No. 2, 1769-1775 (2014). MSC: 62M15 62H30 62P10 PDFBibTeX XMLCite \textit{M. Patriarca} et al., Electron. J. Stat. 8, No. 2, 1769--1775 (2014; Zbl 1305.62331) Full Text: DOI Euclid
Bernardi, Mara; Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone Analysis of proteomics data: block \(k\)-mean alignment. (English) Zbl 1305.62365 Electron. J. Stat. 8, No. 2, 1714-1723 (2014). MSC: 62P10 PDFBibTeX XMLCite \textit{M. Bernardi} et al., Electron. J. Stat. 8, No. 2, 1714--1723 (2014; Zbl 1305.62365) Full Text: DOI Euclid
Marron, J. S.; Ramsay, James O.; Sangalli, Laura M.; Srivastava, Anuj Statistics of time warpings and phase variations. (English) Zbl 1305.62015 Electron. J. Stat. 8, No. 2, 1697-1702 (2014). MSC: 62-07 62H25 62H30 62M10 62M15 PDFBibTeX XMLCite \textit{J. S. Marron} et al., Electron. J. Stat. 8, No. 2, 1697--1702 (2014; Zbl 1305.62015) Full Text: DOI Euclid
Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone Object oriented data analysis: a few methodological challenges. (English) Zbl 1309.62013 Biom. J. 56, No. 5, 774-777 (2014). MSC: 62-07 PDFBibTeX XMLCite \textit{L. M. Sangalli} et al., Biom. J. 56, No. 5, 774--777 (2014; Zbl 1309.62013) Full Text: DOI
Sangalli, Laura M.; Ramsay, James O.; Ramsay, Timothy O. Spatial spline regression models. (English) Zbl 1411.62134 J. R. Stat. Soc., Ser. B, Stat. Methodol. 75, No. 4, 681-703 (2013). MSC: 62H11 62G08 62-07 PDFBibTeX XMLCite \textit{L. M. Sangalli} et al., J. R. Stat. Soc., Ser. B, Stat. Methodol. 75, No. 4, 681--703 (2013; Zbl 1411.62134) Full Text: DOI
Castruccio, Stefano; Bonaventura, Luca; Sangalli, Laura M. A Bayesian approach to spatial prediction with flexible variogram models. (English) Zbl 1302.62249 J. Agric. Biol. Environ. Stat. 17, No. 2, 209-227 (2012). MSC: 62P12 PDFBibTeX XMLCite \textit{S. Castruccio} et al., J. Agric. Biol. Environ. Stat. 17, No. 2, 209--227 (2012; Zbl 1302.62249) Full Text: DOI
Pigoli, Davide; Sangalli, Laura M. Wavelets in functional data analysis: estimation of multidimensional curves and their derivatives. (English) Zbl 1243.62077 Comput. Stat. Data Anal. 56, No. 6, 1482-1498 (2012). MSC: 62H12 42C40 65C60 92C55 PDFBibTeX XMLCite \textit{D. Pigoli} and \textit{L. M. Sangalli}, Comput. Stat. Data Anal. 56, No. 6, 1482--1498 (2012; Zbl 1243.62077) Full Text: DOI
Sangalli, Laura Maria; Secchi, Piercesare; Vantini, Simone; Vitelli, Valeria Functional clustering and alignment methods with applications. (English) Zbl 1329.62289 Commun. Appl. Ind. Math. 1, No. 1, Article ID 486, 205-224 (2010). MSC: 62H30 68T10 PDFBibTeX XMLCite \textit{L. M. Sangalli} et al., Commun. Appl. Ind. Math. 1, No. 1, Article ID 486, 205--224 (2010; Zbl 1329.62289)
Roberts, Gareth O.; Sangalli, Laura M. Latent diffusion models for survival analysis. (English) Zbl 1323.60106 Bernoulli 16, No. 2, 435-458 (2010). MSC: 60J60 60J20 60K10 62N05 62F15 PDFBibTeX XMLCite \textit{G. O. Roberts} and \textit{L. M. Sangalli}, Bernoulli 16, No. 2, 435--458 (2010; Zbl 1323.60106) Full Text: DOI arXiv Euclid
Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone; Vitelli, Valeria \(k\)-mean alignment for curve clustering. (English) Zbl 1464.62153 Comput. Stat. Data Anal. 54, No. 5, 1219-1233 (2010). MSC: 62-08 62G08 62H30 62R10 PDFBibTeX XMLCite \textit{L. M. Sangalli} et al., Comput. Stat. Data Anal. 54, No. 5, 1219--1233 (2010; Zbl 1464.62153) Full Text: DOI
Sangalli, Laura M.; Secchi, Piercesare; Vantini, Simone; Veneziani, Alessandro A case study in exploratory functional data analysis: geometrical features of the internal carotid artery. (English) Zbl 1388.62191 J. Am. Stat. Assoc. 104, No. 485, 37-48 (2009). MSC: 62H30 62H25 62P10 PDFBibTeX XMLCite \textit{L. M. Sangalli} et al., J. Am. Stat. Assoc. 104, No. 485, 37--48 (2009; Zbl 1388.62191) Full Text: DOI
Sangalli, Laura M. Some aleatory probability measures and their application to Bayesian statistic. (Italian) Zbl 1277.62087 Boll. Unione Mat. Ital., Sez. A, Mat. Soc. Cult. (8) 10, No. 2, 339-342 (2007). MSC: 62F15 60G57 PDFBibTeX XMLCite \textit{L. M. Sangalli}, Boll. Unione Mat. Ital., Sez. A, Mat. Soc. Cult. (8) 10, No. 2, 339--342 (2007; Zbl 1277.62087)
Sangalli, Laura M. Some developments of the normalized random measures with independent increments. (English) Zbl 1193.62038 Sankhyā 68, No. 3, 461-487 (2006). MSC: 62F15 60G57 60G09 62G99 PDFBibTeX XMLCite \textit{L. M. Sangalli}, Sankhyā 68, No. 3, 461--487 (2006; Zbl 1193.62038)