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Information on didactic, research and institutional assignments on this page are certified by the University; more information, prepared by the lecturer, are available on the personal web page and in the curriculum vitae indicated on this webpage.
Information
LecturerSangalli Laura Maria
QualificationFull professor full time
Belonging DepartmentDipartimento di Matematica
Scientific-Disciplinary SectorSTAT-01/A - Statistics
Curriculum VitaeDownload CV (81.57Kb - 09/02/2024)
OrcIDhttps://orcid.org/0000-0002-4951-9239

Contacts
Office hours
DepartmentFloorOfficeDayTimetableTelephoneFaxNotes
Matematica7---MondayFrom 16:30
To 18:30
+39.02.23994554+39.02.23994568Su appuntamento
E-maillaura.sangalli@polimi.it
Personal websitehttps://sangalli.faculty.polimi.it/

Data source: RE.PUBLIC@POLIMI - Research Publications at Politecnico di Milano

List of publications and reserach products for the year 2025 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Contributions on scientific books
A Multi-Domain Model with Partial Differential Regularization: An Application to Neuroimaging Data (Show >>)
A Nonparametric Approach to Model Event-Data on Linear Networks (Show >>)
Analysis of Complex Spatio-Temporal Neuroimaging Signals by Functional Principal Component Analysis (Show >>)
Efficient Parametric Tests in Semiparametric Regression with Differential Regularization (Show >>)
Estimating Spatial Anisotropy in Semiparametric Regression with Differential Regularization (Show >>)
Nonparametric Space-Time Density Estimation for Point Processes over Irregular Regions (Show >>)
Penalised Spatial Quantile Regression: Application to Air Quality Data (Show >>)
Regularized Functional Partial Least Squares Regression of Neuroimaging Data (Show >>)
Journal Articles
Comments on: exploratory functional data analysis (Show >>)


List of publications and reserach products for the year 2024 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
A nonparametric penalized likelihood approach to density estimation of space–time point patterns (Show >>)
Functional principal component analysis for incomplete space–time data (Show >>)
Modeling anisotropy and non‐stationarity through physics‐informed spatial regression (Show >>)
Sign‐flip inference for spatial regression with differential regularisation (Show >>)


List of publications and reserach products for the year 2023 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Contributions on scientific books
Generalized Spatio-Temporal Regression with PDE Penalization (Show >>)
The Death Process in Italy Before and During the Covid-19 Pandemic: A Functional Compositional Approach (Show >>)
Conference proceedings
A Novel Spatio-Sign-Flip tests for the nonparametric component in Spatial Regression with PDE regularization (Show >>)
A Novel Spatio-Temporal Estimation Method for Occurrences Over Planar and Curved Regions (Show >>)
An Estimation Tool for Spatio–Temporal Events over Curved Surfaces (Show >>)
Functional principal component analysis for space-time data (Show >>)
Non-parametric density estimation over linear networks (Show >>)
Penalized quantile regression for spatial distributed data (Show >>)
Sign-Flip tests for spatial regression with differential regularization (Show >>)
Spatial regression with differential regularization over linear networks (Show >>)
Journal Articles
Analyzing data in complicated 3D domains: Smoothing, semiparametric regression, and functional principal component analysis (Show >>)
Anatomically compliant modes of variations: New tools for brain connectivity (Show >>)
Computationally efficient techniques for spatial regression with differential regularization (Show >>)
Integrated Depths for Partially Observed Functional Data (Show >>)
Nonparametric tests for semiparametric regression models (Show >>)


List of publications and reserach products for the year 2022 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Journal Articles
A PDE-regularized smoothing method for space-time data over manifolds with application to medical data (Show >>)
A roughness penalty approach to estimate densities over two-dimensional manifolds (Show >>)
Some first inferential tools for spatial regression with differential regularization (Show >>)
Some first results on the consistency of spatial regression with partial differential equation regularization (Show >>)


List of publications and reserach products for the year 2021 (Show all details | Hide all details)
Type Title of the Publicaiton/Product
Contributions on scientific books
Modeling Spatially Dependent Functional Data by Spatial Regression with Differential Regularization (Show >>)
Conference proceedings
A Functional Data Analysis Approach to Left Ventricular Remodeling Assessment (Show >>)
Journal Articles
A look at the spatio-temporal mortality patterns in Italy during the COVID-19 pandemic through the lens of mortality densities (Show >>)
Nonparametric density estimation over complicated domains (Show >>)
Smoothing spatio-temporal data with complex missing data patterns (Show >>)
Spatial Regression With Partial Differential Equation Regularisation (Show >>)
manifesti v. 3.9.3 / 3.9.3
Area Servizi ICT
01/05/2025