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Anatomically compliant modes of variations: New tools for brain connectivity

PloS one, 2023-11, Vol.18 (11), p.e0292450-e0292450

2023

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Nonparametric tests for semiparametric regression models

Test (Madrid, Spain), 2023-09, Vol.32 (3), p.1106-1130

2023

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Spatial Regression With Partial Differential Equation Regularisation

International statistical review, 2021-12, Vol.89 (3), p.505-531

Sangalli, Laura M.

2021

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Identification and Predictive Value of Interleukin-6+ Interleukin-10+ and Interleukin-6− Interleukin-10+ Cytokine Patterns in ST-Elevation Acute Myocardial Infarction

Circulation research, 2012-10, Vol.111 (10), p.1336-1348

2012

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Analyzing data in complicated 3D domains: Smoothing, semiparametric regression, and functional principal component analysis

Biometrics, 2023-12, Vol.79 (4), p.3510-3521

2023

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Functional Data Analysis of Amplitude and Phase Variation

Statistical science, 2015-11, Vol.30 (4), p.468-484

2015

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A PDE‐regularized smoothing method for space–time data over manifolds with application to medical data

International journal for numerical methods in biomedical engineering, 2022-12, Vol.38 (12), p.e3650-n/a

2022

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A novel approach to the analysis of spatial and functional data over complex domains

Quality engineering, 2020-04, Vol.32 (2), p.181-190

Sangalli, Laura M.

2020

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Spatial spline regression models

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2013-09, Vol.75 (4), p.681-703

2013

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An introduction with medical applications to functional data analysis

Statistics in medicine, 2013-12, Vol.32 (30), p.5222-5240

2013

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Functional principal component analysis for incomplete space–time data

Environmental and ecological statistics, 2024-06, Vol.31 (2), p.555-582

2024

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Integrated Depths for Partially Observed Functional Data

Journal of computational and graphical statistics, 2023-04, Vol.32 (2), p.341-352

2023

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Nonparametric density estimation over complicated domains

Journal of the Royal Statistical Society. Series B, Statistical methodology, 2021-04, Vol.83 (2), p.346-368

2021

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Blood Flow Velocity Field Estimation Via Spatial Regression With PDE Penalization

Journal of the American Statistical Association, 2015-09, Vol.110 (511), p.1057-1071

2015

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PCA‐based discrimination of partially observed functional data, with an application to AneuRisk65 data set

Statistica Neerlandica, 2018-08, Vol.72 (3), p.246-264

2018

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Sign‐flip inference for spatial regression with differential regularisation

Stat (International Statistical Institute), 2024-09, Vol.13 (3), p.n/a

2024

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Computationally efficient techniques for spatial regression with differential regularization

International journal of computer mathematics, 2023-10, Vol.100 (10), p.1971-1991

2023

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k -mean alignment for curve clustering

Computational statistics & data analysis, 2010-05, Vol.54 (5), p.1219-1233

2010

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A penalized regression model for spatial functional data with application to the analysis of the production of waste in Venice province

Stochastic environmental research and risk assessment, 2017, Vol.31 (1), p.23-38

2017

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A look at the spatio-temporal mortality patterns in Italy during the COVID-19 pandemic through the lens of mortality densities

Spatial statistics, 2022-06, Vol.49, p.100541-100541, Article 100541

2022

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A Case Study in Exploratory Functional Data Analysis: Geometrical Features of the Internal Carotid Artery

Journal of the American Statistical Association, 2009-03, Vol.104 (485), p.37-48

2009

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Generalized spatial regression with differential regularization

Journal of statistical computation and simulation, 2016-09, Vol.86 (13), p.2497-2518

2016

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Invariant NKT cell reconstitution in pediatric leukemia patients given HLA-haploidentical stem cell transplantation defines distinct CD4+ and CD4- subset dynamics and correlates with remission state

The Journal of immunology (1950), 2011-04, Vol.186 (7), p.4490-4499

2011

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Peak shape clustering reveals biological insights

BMC bioinformatics, 2015-10, Vol.16 (1), p.349-349, Article 349

2015

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A mesh simplification strategy for a spatial regression analysis over the cortical surface of the brain

Applied numerical mathematics, 2015-04, Vol.90, p.111-131

2015

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Anatomically compliant modes of variations: New tools for brain connectivity

Nonparametric tests for semiparametric regression models

Spatial Regression With Partial Differential Equation Regularisation

Identification and Predictive Value of Interleukin-6+ Interleukin-10+ and Interleukin-6− Interleukin-10+ Cytokine Patterns in ST-Elevation Acute Myocardial Infarction

Analyzing data in complicated 3D domains: Smoothing, semiparametric regression, and functional principal component analysis

Functional Data Analysis of Amplitude and Phase Variation

A PDE‐regularized smoothing method for space–time data over manifolds with application to medical data

A novel approach to the analysis of spatial and functional data over complex domains

Spatial spline regression models

An introduction with medical applications to functional data analysis

Functional principal component analysis for incomplete space–time data

Integrated Depths for Partially Observed Functional Data

Nonparametric density estimation over complicated domains

Blood Flow Velocity Field Estimation Via Spatial Regression With PDE Penalization

PCA‐based discrimination of partially observed functional data, with an application to AneuRisk65 data set

Sign‐flip inference for spatial regression with differential regularisation

Computationally efficient techniques for spatial regression with differential regularization

k -mean alignment for curve clustering

A penalized regression model for spatial functional data with application to the analysis of the production of waste in Venice province

A look at the spatio-temporal mortality patterns in Italy during the COVID-19 pandemic through the lens of mortality densities

A Case Study in Exploratory Functional Data Analysis: Geometrical Features of the Internal Carotid Artery

Generalized spatial regression with differential regularization

Invariant NKT cell reconstitution in pediatric leukemia patients given HLA-haploidentical stem cell transplantation defines distinct CD4+ and CD4- subset dynamics and correlates with remission state

Peak shape clustering reveals biological insights

A mesh simplification strategy for a spatial regression analysis over the cortical surface of the brain

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