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Aneiros, Germán

Functional Statistics and Related Fields

Aneiros, Germán - Functional Statistics and Related Fields, ebook

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ISBN: 9783319558462
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Table of contents

1. An introduction to the 4th edition of the International Workshop on Functional and Operatorial Statistics
Germán Aneiros, Enea G. Bongiorno, Ricardo Cao, Philippe Vieu

2. Robust fusion methods for Big Data
Catherine Aaron, Alejandro Cholaquidis, Ricardo Fraiman, Badih Ghattas

3. Functional linear regression models for scalar responses on remote sensing data: an application to Oceanography
Nihan Acar-Denizli, Pedro Delicado, Gülay Başarır, Isabel Caballero

4. A diagonal componentwise approach for ARB(1) prediction
Javier Álvarez-Liébana, M. Dolores Ruiz-Medina

5. A general sparse modeling approach for regression problems involving functional data
Germán Aneiros, Philippe Vieu

6. A time-dependent PDE regularization to model functional data defined over spatio-temporal domains
Eleonora Arnone, Laura Azzimonti, Fabio Nobile, Laura M. Sangalli

7. An asymptotic factorization of the Small–Ball Probability: theory and estimates
Jean-Baptiste Aubin, Enea G. Bongiorno, Aldo Goia

8. Estimating invertible functional time series
Alexander Aue, Johannes Klepsch

9. On the Geometric Brownian Motion assumption for financial time series
Enea G. Bongiorno, Aldo Goia, Philippe Vieu

10. Commutator of projectors and of unitary operators
Alain Boudou, Sylvie Viguier-Pla

11. Permutation tests in the two-sample problem for functional data
Alejandra Cabaña, Ana M. Estrada, Jairo Peña, Adolfo J. Quiroz

12. Functional data analysis of “Omics” data: how does the genomic landscape influence integration and fixation of endogenous retroviruses?
Marzia A. Cremona, Rebeca Campos-Sánchez, Alessia Pini, Simone Vantini, Kateryna D. Makova, Francesca Chiaromonte

13. Functional data analysis in kinematics of children going to school
Manuel Escabias, Ana M. Aguilera, Jose M. Heredia-Jiménez, Eva Orantes-González

14. Parameter estimation of the functional linear model with scalar response with responses missing at random
Manuel Febrero-Bande, Pedro Galeano, Wenceslao González-Manteiga

15. Variable selection in Functional Additive Regression Models
Manuel Febrero-Bande, Wenceslao González-Manteiga, Manuel Oviedo Fuente

16. Functional data analysis approach of Mandel’s h and k statistics in Interlaboratory Studies
Miguel Flores, Salvador Naya, Javier Tarrío-Saavedra, Rubén Fernández-Casal

17. High-dimensional functional time series forecasting
Yuan Gao, Hanlin L. Shang, Yanrong Yang

18. Essentials of backward nested descriptors inference
Stephan F. Huckemann, Benjamin Eltzner

19. Two-sample tests for multivariate functional data
Qing Jiang, Simos G. Meintanis, Lixing Zhu

20. Functional quantile regression: local linear modelisation
Zoulikha Kaid, Ali Laksaci

21. Uniform in the smoothing parameter consistency results in functional regression
Lydia Kara-Zaïtri, Ali Laksaci, Mustapha Rachdi, Philippe Vieu

22. Functional data analysis of neuroimaging signals associated with cerebral activity in the brain cortex
Eardi Lila, John A. D. Aston, Laura M. Sangalli

23. On asymptotic properties of functional conditional mode estimation with both stationary ergodic and responses MAR
Nengxiang Ling, Yang Liu, Philippe Vieu

24. Predicting the physiological limits of sport stress tests with functional data
Marcos Matabuena, Mario Francisco-Fernández, Ricardo Cao

25. An overview of consistency results for depth functionals
Stanislav Nagy

26. Statistical functional depth
Alicia Nieto-Reyes, Heather Battey

27. Differential interval-wise testing for local inference in Sobolev spaces
Alessia Pini, Lorenzo Spreafico, Simone Vantini, Alessandro Vietti

28. Hotelling in Wonderland
Alessia Pini, Aymeric Stamm, Simone Vantini

29. Confidence and prediction intervals in semi-functional partial linear regression
Paula Raña, Germán Aneiros, Philippe Vieu, Juan Vilar

30. Linear causality in the sense of Granger with stationary functional time series
Matthieu Saumard

31. Grouped multivariate functional time series method: An application to mortality forecasting
Han Lin Shang, Yang Yang

32. Tests for separability in nonparametric covariance operators of random surfaces
Shahin Tavakoli, Davide Pigoli, John A. D. Aston

33. Contribution of Functional Approach to the Classification and the Identification of Acoustic Emission Source Mechanisms
Oumar I. Traore, Paul Cristini, Nathalie Favretto-Cristini, Laurent Pantera, Philippe Vieu, Sylvie Viguier-Pla

34. Parameter regimes in partially functional linear regression for panel data
Fabian Walders, Dominik Liebl

35. Registration for Exponential Family Functional Data
Julia Wrobel, Jeff Goldsmith

36. Random Functional Variable and Fourier Series
Jiří Zelinka

Keywords: Statistics, Statistical Theory and Methods, Statistics and Computing/Statistics Programs, Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences, Statistics for Life Sciences, Medicine, Health Sciences, Big Data/Analytics

Editor
 
 
 
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Series
Contributions to Statistics
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9783319558462
Printed ISBN
978-3-319-55845-5

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