Sfoglia per Autore
A Novel Spatio-Sign-Flip tests for the nonparametric component in Spatial Regression with PDE regularization
2023-01-01 Cavazzutti, Michele; Arnone, Eleonora; Ferraccioli, Federico; Finos, Livio; Galimberti, Cristina; Sangalli, Laura M.
Penalized quantile regression for spatial distributed data
2023-01-01 Castiglione, Cristian; Arnone, Eleonora; Bernardi, Mauro; Farcomeni, Alessio; Sangalli, Laura M.
Non-parametric density estimation over linear networks
2023-01-01 Clemente, Aldo; Arnone, Eleonora; Mateu, Jorge; Sangalli, Laura M.
Sign-Flip tests for spatial regression with differential regularization
2023-01-01 Cavazzutti, Michele; Arnone, Eleonora; Ferraccioli, Federico; Finos, Livio; Sangalli, Laura M.
Functional principal component analysis for space-time data
2023-01-01 Palummo, Alessandro; Arnone, Eleonora; Formaggia, Luca; Sangalli, Laura M.
An Estimation Tool for Spatio–Temporal Events over Curved Surfaces
2023-01-01 Panzeri, Simone; Begu, Blerta; Arnone, Eleonora; Sangalli, Laura M.
A Novel Spatio-Temporal Estimation Method for Occurrences Over Planar and Curved Regions
2023-01-01 Begu, Blerta; Panzeri, Simone; Arnone, Eleonora; Sangalli, Laura M.
Spatial regression with differential regularization over linear networks
2023-01-01 Clemente, Aldo; Arnone, Eleonora; Mateu, Jorge; Sangalli, Laura M.
Computationally efficient techniques for spatial regression with differential regularization
2023-01-01 Arnone, Eleonora; De Falco, Carlo; Formaggia, Luca; Meretti, Giorgio; Sangalli, Laura M.
Nonparametric tests for semiparametric regression models
2023-01-01 Ferraccioli, F; Sangalli, Lm; Finos, L
Analyzing data in complicated 3D domains: Smoothing, semiparametric regression, and functional principal component analysis
2023-01-01 Arnone, Eleonora; Negri, Luca; Panzica, Ferruccio; Sangalli, Laura M
Anatomically compliant modes of variations: New tools for brain connectivity
2023-01-01 Clementi, Letizia; Arnone, Eleonora; Santambrogio, Marco D; Franceschetti, Silvana; Panzica, Ferruccio; Sangalli, Laura M
The Death Process in Italy Before and During the Covid-19 Pandemic: A Functional Compositional Approach
2023-01-01 Scimone, Riccardo; Menafoglio, Alessandra; Sangalli, Laura M.; Secchi, Piercesare
Generalized Spatio-Temporal Regression with PDE Penalization
2023-01-01 Arnone, Eleonora; Cunial, Elia; Sangalli, Laura M.
A roughness penalty approach to estimate densities over two-dimensional manifolds
2022-01-01 Arnone, E; Ferraccioli, F; Pigolotti, C; Sangalli, Lm
Some first inferential tools for spatial regression with differential regularization
2022-01-01 Ferraccioli, F.; Sangalli, L. M.; Finos, L.
Integrated Depths for Partially Observed Functional Data
2022-01-01 Elías, Antonio; Jiménez, Raúl; Paganoni, Anna M.; Sangalli, Laura M.
Some first results on the consistency of spatial regression with partial differential equation regularization
2022-01-01 Arnone, Eleonora; Kneip, Alois; Nobile, Fabio; Sangalli, Laura M.
A PDE-regularized smoothing method for space-time data over manifolds with application to medical data
2022-01-01 Ponti, L.; Perotto, S.; Sangalli, L. M.
Smoothing spatio-temporal data with complex missing data patterns
2021-01-01 Arnone, E.; Sangalli, L. M.; Vicini, A.
Modeling Spatially Dependent Functional Data by Spatial Regression with Differential Regularization
2021-01-01 Bernardi, Mara S.; Sangalli, Laura M.
A Functional Data Analysis Approach to Left Ventricular Remodeling Assessment
2021-01-01 Clementi, Letizia; Gregorio, Caterina; Savare, Laura; Ieva, Francesca; Santambrogio, M. D.; Sangalli, L. M.
Nonparametric density estimation over complicated domains
2021-01-01 Ferraccioli, F.; Arnone, E.; Finos, L.; Ramsay, J. O.; Sangalli, L. M.
Spatial Regression With Partial Differential Equation Regularisation
2021-01-01 Sangalli, L. M.
A look at the spatio-temporal mortality patterns in Italy during the COVID-19 pandemic through the lens of mortality densities
2021-01-01 Scimone, Riccardo; Menafoglio, Alessandra; Sangalli, Laura M.; Secchi, Piercesare
Some numerical test on the convergence rates of regression with differential regularization
2020-01-01 Arnone, Eleonora; Kneip, Alois; Nobile, Fabio; Sangalli, Laura M.
Rejoinder
2020-01-01 Sangalli, Laura M.
A functional data analysis approach to the estimation of densities over complex regions
2020-01-01 Ferraccioli, Federico; Sangalli, Laura M.; Arnone, Eleonora; Finos, Livio
Analysis of Telecom Italia Mobile phone data by space-time regression with differential regularization
2020-01-01 Arnone, Eleonora; Bernardi, Mara S.; Sangalli, Laura M.; Secchi, Piercesare
A novel approach to the analysis of spatial and functional data over complex domains
2020-01-01 Sangalli, L. M.
Modeling spatially dependent functional data via regression with differential regularization
2019-01-01 Arnone, Eleonora; Azzimonti, Laura; Nobile, Fabio; Sangalli, Laura M.
Bounded Domain Density Estimation
2019-01-01 Ferraccioli, Federico; Sangalli, Laura M.; Finos, Livio
Regression with time-dependent PDE regularization for the analysis of spatio-temporal data
2019-01-01 Arnone, Eleonora; Azzimonti, Laura; Nobile, Fabio; Sangalli, Laura M.
PDE-regularized regression for anisotropic spatial fields
2019-01-01 Bernardi, Mara S.; Carey, Michelle; Ramsay, James O.; Sangalli, Laura M.
The role of Statistics in the era of Big Data
2018-01-01 Sangalli, Laura M.
PCA-based discrimination of partially observed functional data, with an application to AneuRisk65 data set
2018-01-01 Stefanucci, Marco; Sangalli, Laura M.; Brutti, Pierpaolo
Modeling spatial anisotropy via regression with partial differential regularization
2018-01-01 Bernardi, Mara S.; Carey, Michelle; Ramsay, James O.; Sangalli, Laura M.
Vector boson scattering: Recent experimental and theory developments
2018-01-01 Ballestrero, Alessandro; Bellan, Riccardo; Biedermann, Benedikt; Bittrich, Carsten; Brivio, Ilaria; Cardini, Andrea; Gomez-Ceballos, Guillelmo; Charlot, Claude; Ciulli, Vitaliano; Covarelli, Roberto; Cuevas, Javier; Denner, Ansgar; Dittmaier, Stefan; Di Ciaccio, Lucia; Duric, Senka; E., Jasper Gerard Lauwers; Farrington, Sinead; Ferrari, Pamela; Ferreira Silva, Pedro; Finco, Linda; Giljanović, Duje; Glover, Nigel; Gomez-Ambrosio, Raquel; Gonella, Giulia; Govoni, Pietro; Goy, Corinne; Gras, Philippe; Grojean, Christophe; Gross, Eilam; Grossi, Michele; Grunewald, Martin; Helary, Louis; Herrmanntim, ; Herndon, Matt; Hinzmann, Andreas; Iltzsche, Franziska; Jäger, Barbara; Janssen, Xavier; Kalinowski, Jan; Karlberg, Alexander; Kepka, Oldrich; Kersevan, Borut; Klute, Markus; Kobel, Michael; Koletsou, Iro; Kordas, Kostas; Lelas, Damir; Lenzi, Piergiulio; Li, Qiang; Lohwasser, Kristin; Long, Kenneth; Lorenzo Martinez, Narei; Lucrezia Stella, Bruni; Maina, Ezio; Manjarres, Joany; Mariotti, Chiara; Matthias Ulrich, Mozer; Mildner, Hannes; Mulders, Martijn; Novak, Jakob; Oleari, Carlo; Paganoni, Anna; Pellen, Mathieu; Pelliccioli, Giovanni; Petridou, Chariclia; Pigard, Philipp; Pleier, Marc-Andre; Polesello, Giacomo; Potamianos, Karolos; Price, Darren; Puljak, Ivica; Rauch, Michael; Rebuzzi, Daniela; Reuter, Jürgen; Riva, Francesco; Rothe, Vincent; Russo, Lorenzo; Salerno, Roberto; Sampsonidou, Despoina; Sangalli, Laura; Sauvan, Emmanuel; Schumacher, Markus; Schwan, Christopher; Sekulla, Marco; Selvaggi, Michele; Siegert, Frank; Slawinska, Magdalena; Snoek, Hella; Sommer, Philip; Spannowsky, Michael; Spanò, Francesco; Stienemeier, Pascal; Strandberg, Jonas; Szleper, Michał; Sznajder, Andre; Todt, Stefanie; Trott, Michael; Tzamarias, Spyros; Valsecchi, Davide; Van Eijk, Bob; Vicini, Alessandro; Voutilainen, Mikko; Vryonidou, Eleni; Zanderighi, Giulia; Zaro, Marco; Zeppenfeld, Dieter
Classification of the Aneurisk65 dataset using PCA for partially observed functional data
2018-01-01 Stefanucci, Marco; Sangalli, LAURA MARIA; Brutti, Pierpaolo
Nonparametric penalized likelihood for density estimation
2018-01-01 Ferraccioli, Federico; Sangalli, Laura M.; Finos, Livio
A penalized regression model for spatial functional data with application to the analysis of the production of waste in Venice province
2017-01-01 Bernardi, MARA SABINA; Sangalli, LAURA MARIA; Mazza, Gabriele; Ramsay, James O.
Functional data analysis of neuroimaging signals associated with cerebral activity in the brain cortex
2017-01-01 Lila, Eardi; Aston, John A. D.; Sangalli, LAURA MARIA
Special issue on functional data analysis
2017-01-01 Kokoszka, Piotr; Oja, Hanny; Park, Byeong; Sangalli, Laura M.
FunChIP: an R/Bioconductor package for functional classification of ChIP-seq shapes
2017-01-01 Parodi, Alice C. L; Sangalli, LAURA MARIA; Vantini, Simone; Amati, Bruno; Secchi, Piercesare; Morelli, Marco J.
Functional regression models: some directions of future research
2017-01-01 Paganoni, ANNA MARIA; Sangalli, LAURA MARIA
A time-dependent PDE regularization to model functional data defined over spatio-temporal domains
2017-01-01 Arnone, Eleonora; Azzimonti, Laura; Nobile, Fabio; Sangalli, LAURA MARIA
A combination of cisplatin and 5-fluorouracil plus a taxane in patients undergoing lymph-node dissection for nodal metastases from squamous cell carcinoma (SCC) of the penis: treatment outcome and survival analyses in neo-adjuvant and adjuvant settings
2016-01-01 Nicolai, Nicola; Sangalli, LAURA MARIA; Necchi, Andrea; Giannatempo, Patrizia; Paganoni, ANNA MARIA; Colecchia, Maurizio; Piva, Luigi; Catanzaro, Mario Achille; Biasoni, Davide; Stagni, Silvia; Torelli, Tullio; Raggi, Daniele; Faré, Elena; Pizzocaro, Giorgio; Salvioni, Roberto
Spatial regression models over two-dimensional manifolds
2016-01-01 Ettinger, BREE DANIELLE; Perotto, Simona; Sangalli, LAURA MARIA
Smooth principal component analysis over two-dimensional manifolds with an application to neuroimaging
2016-01-01 Lila, E.; Aston, J. A. D.; Sangalli, LAURA MARIA
Curve matching, a generalized framework for models/experiments comparison: An application to n- heptane combustion kinetic mechanisms
2016-01-01 Bernardi, MARA SABINA; Pelucchi, Matteo; Stagni, Alessandro; Sangalli, LAURA MARIA; Cuoci, Alberto; Frassoldati, Alessio; Secchi, Piercesare; Faravelli, Tiziano
A penalized regression model for functional data with spatial dependence
2016-01-01 Bernardi, MARA SABINA; Mazza, Gabriele; Ramsay, James O.; Sangalli, LAURA MARIA
Generalized spatial regression with differential regularization
2016-01-01 Wilhelm, Matthieu; Sangalli, LAURA MARIA
IGS: an IsoGeometric approach for Smoothing on surfaces
2016-01-01 Wilhelm, Matthieu; Dede', Luca; Sangalli, LAURA MARIA; Wilhelm, Pierre
Peak shape clustering reveals biological insights
2015-01-01 Cremona, MARZIA ANGELA; Sangalli, LAURA MARIA; Vantini, Simone; Dellino, Gaetano I; Pelicci, Pier Giuseppe; Secchi, Piercesare; Riva, Laura
Functional Data Analysis of Amplitude and Phase Variation
2015-01-01 Marron, J. S.; Ramsay, James O.; Sangalli, LAURA MARIA; Srivastava, Anuj
Blood flow velocity field estimation via spatial regression with PDE penalization
2015-01-01 Azzimonti, Laura; Sangalli, LAURA MARIA; Secchi, Piercesare; Maurizio, Domanin; Fabio, Nobile
Estimating surfaces and spatial fields via regression models with differential regularization
2015-01-01 Sangalli, LAURA MARIA
A mesh simplification strategy for a spatial regression analysis over the cortical surface of the brain
2015-01-01 Dassi, Franco; Ettinger, BREE DANIELLE; Perotto, Simona; Sangalli, LAURA MARIA
Statistics of time warpings and phase variations
2014-01-01 J. S., Marron; James O., Ramsay; Sangalli, LAURA MARIA; Anuj, Srivastava
Principal differential analysis of the Aneurisk65 data set
2014-01-01 Matilde Dalla, Rosa; Sangalli, LAURA MARIA; Vantini, Simone
Mixed Finite Elements for Spatial Regression with PDE Penalization
2014-01-01 Azzimonti, Laura; Fabio, Nobile; Sangalli, LAURA MARIA; Secchi, Piercesare
Analysis of spike train data: An application of k-mean alignment
2014-01-01 Mirco, Patriarca; Sangalli, LAURA MARIA; Secchi, Piercesare; Vantini, Simone
Analysis of AneuRisk65 data: k-mean alignment
2014-01-01 Sangalli, LAURA MARIA; Secchi, Piercesare; Vantini, Simone
Analysis of juggling data: An application of k-mean alignment
2014-01-01 Bernardi, MARA SABINA; Sangalli, LAURA MARIA; Secchi, Piercesare; Vantini, Simone
Cluster analysis on shape indices for ChIP-Seq data
2014-01-01 Cremona, MARZIA ANGELA; Pier Giuseppe, Pelicci; Laura, Riva; Sangalli, LAURA MARIA; Secchi, Piercesare; Vantini, Simone
Neo-adjuvant and adjuvant combination of a taxane plus cisplatin and 5-fluorouracil in patients undergoing lymph-node dissection for nodal metastases from squamous cell carcinoma (SCC) of the penis: Is there an indication for a recommendable use?
2014-01-01 N., Nicolai; Sangalli, LAURA MARIA; A., Necchi; P., Giannatempo; Paganoni, ANNA MARIA; M., Colecchia; L., Piva; M., Catanzaro; D., Biasoni; S., Stagni; T., Torelli; D., Raggi; E., Faré; A., Crestani; G., Pizzocaro; R., Salvioni
Statistical and Numerical Techniques for Spatial Functional Data Analysis
2014-01-01 Sangalli, LAURA MARIA
AneuRisk65: A dataset of three-dimensional cerebral vascular geometries
2014-01-01 Sangalli, LAURA MARIA; Secchi, Piercesare; Vantini, Simone
Object Oriented Data Analysis: A few methodological challenges
2014-01-01 Sangalli, LAURA MARIA; Secchi, Piercesare; Vantini, Simone
Analysis of proteomics data: Block k-mean alignment
2014-01-01 Bernardi, MARA SABINA; Sangalli, LAURA MARIA; Secchi, Piercesare; Vantini, Simone
Functional data analysis in spaces of surfaces
2014-01-01 Sangalli, LAURA MARIA
Modeling prior knowledge on complex phenomena behaviors via partial differential equations
2014-01-01 Azzimonti, Laura; Sangalli, LAURA MARIA; Secchi, Piercesare
Survival analyses of adjuvant or neoadjuvant combination of a taxane plus cisplatin and 5-fluorouracil (TPF) in patients with bulky nodal metastases from squamous cell carcinoma of the penis (PSCC): Results of a single high-volume center
2014-01-01 P., Giannatempo; Paganoni, ANNA MARIA; Sangalli, LAURA MARIA; M., Colecchia; L., Piva; M., Catanzaro; T., Torelli; E., Farè; D., Raggi; D., Biasoni; S., Stagni; G., Pizzocaro; R., Salvioni; N., Nicolai
Rejoinder: Analysis of AneuRisk65 data
2014-01-01 Sangalli, LAURA MARIA; Secchi, Piercesare; Vantini, Simone
An introduction with medical applications to functional data analysis
2013-01-01 Helle, Sørensen; Jeff, Goldsmith; Sangalli, LAURA MARIA
Spatial spline regression models
2013-01-01 Sangalli, LAURA MARIA; James O., Ramsay; Timothy O., Ramsay
On a novel class of models for spatial data analysis
2013-01-01 Sangalli, LAURA MARIA
Studying hemodynamic forces via spatial regression models over non-planar domains
2013-01-01 Ettinger, BREE DANIELLE; Perotto, Simona; Sangalli, LAURA MARIA
Spatial smoothing for data distributed over non-planar domains
2013-01-01 Ettinger, BREE DANIELLE; Tiziano, Passerini; Perotto, Simona; Sangalli, LAURA MARIA
Spatial regression with pde penalization: an application to blood velocity field estimation
2013-01-01 Azzimonti, Laura; Sangalli, LAURA MARIA; Secchi, Piercesare
Clustering chip-seq data using peak shape
2013-01-01 Cremona, MARZIA ANGELA; Laura, Riva; Sangalli, LAURA MARIA; Secchi, Piercesare; Vantini, Simone
Generalized models for spatial regression with differential penalization
2013-01-01 Matthieu, Wilhelm; Sangalli, LAURA MARIA
A functional data analysis approach to modeling spatially distributed data across several non-planar domains
2013-01-01 Ettinger, BREE DANIELLE; Perotto, Simona; Sangalli, LAURA MARIA
Wavelets in functional data analysis: Estimation of multidimensional curves and their derivatives
2012-01-01 Pigoli, Davide; Sangalli, LAURA MARIA
Identification and Predictive Value of IL6(+)IL10(+)Cytokine Patterns in ST-Elevation AcuteMyocardial Infarction
2012-01-01 E., Ammirati; C. V., Cannistraci; N. A., Cristell; V., Vecchio; A. G., Palini; P., Tornvall; Paganoni, ANNA MARIA; E. A., Miendlarzewska; Sangalli, LAURA MARIA; A., Monello; J., Pernow; M., Björnstedt Bennermo; G., Marenzi; D., Hu; N. G., Uren; T., Ravasi; D., Cianflone; A. A., Manfredi; A., Maseri
Joint Clustering and Alignment of Functional Data: an Application to Vascular Geometries
2012-01-01 Sangalli, LAURA MARIA; Secchi, Piercesare; Vantini, Simone; Vitelli, Valeria
An Integrated Statistical Investigation of Internal Carotid Arteries of Patients Affected by Cerebral Aneurysms
2012-01-01 Tiziano, Passerini; Sangalli, LAURA MARIA; Vantini, Simone; Marina, Piccinelli; Susanna, Bacigaluppi; Luca, Antiga; Edoardo, Boccardi; Secchi, Piercesare; Alessandro, Veneziani
A Bayesian approach to spatial prediction with flexible variogram models
2012-01-01 Stefano, Castruccio; Bonaventura, Luca; Sangalli, LAURA MARIA
A novel method for spatial smoothing
2012-01-01 Sangalli, LAURA MARIA; James O., Ramsay
PDE penalization for spatial fields smoothing
2012-01-01 Azzimonti, Laura; Sangalli, LAURA MARIA; Secchi, Piercesare; Silvia, Romagnoli; Maurizio, Domanin
Spatial smoothing over nonplanar domains
2012-01-01 Ettinger, BREE DANIELLE; Perotto, Simona; Sangalli, LAURA MARIA
Spatial Functional Data Analysis
2011-01-01 J. O., Ramsay; T., Ramsay; Sangalli, LAURA MARIA
Wavelets smoothing for multidimensional curves
2011-01-01 Pigoli, Davide; Sangalli, LAURA MARIA
Spatial spline regression models for data distributed over irregularly shaped regions
2011-01-01 J. O., Ramsay; T. O., Ramsay; Sangalli, LAURA MARIA
Surface estimation via spatial spline models with PDE penalization
2011-01-01 Azzimonti, Laura; M., Domanin; Sangalli, LAURA MARIA; Secchi, Piercesare
Invariant Natural Killer T-cell reconstitution in pediatric leukemia patients given HLA-haploidentical stem cell transplantation defines distinct CD4+ and CD4- subset dynamics and associates with the remission state
2011-01-01 C., De Lalla; A., Rinaldi; D., Montagna; M. E. Bernardo F., Locatelli; Sangalli, LAURA MARIA; Paganoni, ANNA MARIA; Azzimonti, Laura; P., Dellabona; G., Casorati
iNKT cell reconstitution in paediatric leukaemia patients following haploidentical stem cell transplantation suggests contribution to leukaemia control and reveals independent CD4+ and CD4-subset maturation programmes
2010-01-01 C., De Lalla; A., Rinaldi; D., Montagna; Sangalli, LAURA MARIA; Azzimonti, Laura; Paganoni, ANNA MARIA; R., Maccario; M. E., Bernardo; F., Locatelli; P., Dellabona; G., Casorati
k-mean alignment for curve clustering
2010-01-01 Sangalli, LAURA MARIA; Secchi, Piercesare; Vantini, Simone; Vitelli, Valeria
FIRB Futuro in Ricerca: Advanced statistical and numerical methods for the analysis of high dimensional functional data in life sciences and engineering
2010-01-01 Sangalli, LAURA MARIA; Perotto, Simona; John A. D., Aston
Cerebral aneurysms: relations between geometry, hemodynamics and aneurysm location in the cerebral vasculature
2010-01-01 Tiziano, Passerini; Alessandro, Veneziani; Sangalli, LAURA MARIA; Secchi, Piercesare; Vantini, Simone
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