Functional and High-Dimensional Statistics and Related Fields - Contributions to Statistics
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Published By Springer International Publishing

9783030477554, 9783030477561

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Pseudo-metrics as Interesting Tool in Nonparametric Functional Regression

Functional and High-Dimensional Statistics and Related Fields - Contributions to Statistics ◽

10.1007/978-3-030-47756-1_8 ◽

2020 ◽

pp. 53-60

Author(s):

Laurent Delsol ◽

Aldo Goia

Keyword(s):

Functional Regression

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About the Complexity Function in Small-ball Probability Factorization

Functional and High-Dimensional Statistics and Related Fields - Contributions to Statistics ◽

10.1007/978-3-030-47756-1_5 ◽

2020 ◽

pp. 27-33

Author(s):

Enea G. Bongiorno ◽

Aldo Goia ◽

Philippe Vieu

Keyword(s):

Small Ball Probability ◽

Complexity Function

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Depth in Infinite-dimensional Spaces

Functional and High-Dimensional Statistics and Related Fields - Contributions to Statistics ◽

10.1007/978-3-030-47756-1_25 ◽

2020 ◽

pp. 187-195

Author(s):

Stanislav Nagy

Keyword(s):

Infinite Dimensional

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Riemannian Distances between Covariance Operators and Gaussian Processes

Functional and High-Dimensional Statistics and Related Fields - Contributions to Statistics ◽

10.1007/978-3-030-47756-1_24 ◽

2020 ◽

pp. 177-185

Author(s):

Minh Hà Quang

Keyword(s):

Gaussian Processes ◽

Covariance Operators

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Modeling the Effect of Recurrent Events on Time-to-event Processes by Means of Functional Data

Functional and High-Dimensional Statistics and Related Fields - Contributions to Statistics ◽

10.1007/978-3-030-47756-1_19 ◽

2020 ◽

pp. 137-144

Author(s):

Francesca Ieva ◽

Marta Spreafico ◽

Davide Burba

Keyword(s):

Functional Data ◽

Recurrent Events ◽

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G-Lasso Network Analysis for Functional Data

Functional and High-Dimensional Statistics and Related Fields - Contributions to Statistics ◽

10.1007/978-3-030-47756-1_13 ◽

2020 ◽

pp. 91-98

Author(s):

Lara Fontanella ◽

Sara Fontanella ◽

Rosaria Ignaccolo ◽

Luigi Ippoliti ◽

Pasquale Valentini

Keyword(s):

Network Analysis ◽

Functional Data

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Testing a Specification Form in Single Functional Index Model

Functional and High-Dimensional Statistics and Related Fields - Contributions to Statistics ◽

10.1007/978-3-030-47756-1_9 ◽

2020 ◽

pp. 61-68

Author(s):

Laurent Delsol ◽

Aldo Goia

Keyword(s):

Functional Index ◽

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Generalized Functional Partially Linear Single-index Models

Functional and High-Dimensional Statistics and Related Fields - Contributions to Statistics ◽

10.1007/978-3-030-47756-1_29 ◽

2020 ◽

pp. 221-228

Author(s):

Mustapha Rachdi ◽

Mohamed Alahiane ◽

Idir Ouassou ◽

Philippe Vieu

Keyword(s):

Single Index ◽

Partially Linear ◽

Single Index Models

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Single Functional Index Model under Responses MAR and Dependent Observations

Functional and High-Dimensional Statistics and Related Fields - Contributions to Statistics ◽

10.1007/978-3-030-47756-1_22 ◽

2020 ◽

pp. 161-168

Author(s):

Nengxiang Ling ◽

Lilei Cheng ◽

Philippe Vieu

Keyword(s):

Functional Index ◽

Index Model ◽

Dependent Observations

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Analysis of Telecom Italia Mobile Phone Data by Space-time Regression with Differential Regularization

Functional and High-Dimensional Statistics and Related Fields - Contributions to Statistics ◽

10.1007/978-3-030-47756-1_2 ◽

2020 ◽

pp. 5-10

Author(s):

Eleonor Arnone ◽

Mara S. Bernardi ◽

Laura M. Sangalli ◽

Piercesare Secchi

Keyword(s):

Mobile Phone ◽

Mobile Phone Data

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