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Functional Statistics and Related Fields

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Table of Contents

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    Book Overview
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    Chapter 1 An introduction to the 4th edition of the International Workshop on Functional and Operatorial Statistics
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    Chapter 2 Robust fusion methods for Big Data
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    Chapter 3 Functional linear regression models for scalar responses on remote sensing data: an application to Oceanography
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    Chapter 4 A diagonal componentwise approach for ARB(1) prediction
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    Chapter 5 A general sparse modeling approach for regression problems involving functional data
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    Chapter 6 A time-dependent PDE regularization to model functional data defined over spatio-temporal domains
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    Chapter 7 An asymptotic factorization of the Small–Ball Probability: theory and estimates
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    Chapter 8 Estimating invertible functional time series
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    Chapter 9 On the Geometric Brownian Motion assumption for financial time series
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    Chapter 10 Commutator of projectors and of unitary operators
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    Chapter 11 Permutation tests in the two-sample problem for functional data
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    Chapter 12 Functional data analysis of “Omics” data: how does the genomic landscape influence integration and fixation of endogenous retroviruses?
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    Chapter 13 Functional data analysis in kinematics of children going to school
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    Chapter 14 Parameter estimation of the functional linear model with scalar response with responses missing at random
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    Chapter 15 Variable selection in Functional Additive Regression Models
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    Chapter 16 Functional data analysis approach of Mandel’s h and k statistics in Interlaboratory Studies
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    Chapter 17 High-dimensional functional time series forecasting
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    Chapter 18 Essentials of backward nested descriptors inference
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    Chapter 19 Two-sample tests for multivariate functional data
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    Chapter 20 Functional quantile regression: local linear modelisation
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    Chapter 21 Uniform in the smoothing parameter consistency results in functional regression
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    Chapter 22 Functional data analysis of neuroimaging signals associated with cerebral activity in the brain cortex
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    Chapter 23 On asymptotic properties of functional conditional mode estimation with both stationary ergodic and responses MAR
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    Chapter 24 Predicting the physiological limits of sport stress tests with functional data
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    Chapter 25 An overview of consistency results for depth functionals
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    Chapter 26 Statistical functional depth
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    Chapter 27 Differential interval-wise testing for local inference in Sobolev spaces
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    Chapter 28 Hotelling in Wonderland
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    Chapter 29 Confidence and prediction intervals in semi-functional partial linear regression
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    Chapter 30 Linear causality in the sense of Granger with stationary functional time series
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    Chapter 31 Grouped multivariate functional time series method: An application to mortality forecasting
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    Chapter 32 Tests for separability in nonparametric covariance operators of random surfaces
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    Chapter 33 Contribution of Functional Approach to the Classification and the Identification of Acoustic Emission Source Mechanisms
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    Chapter 34 Parameter regimes in partially functional linear regression for panel data
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    Chapter 35 Registration for Exponential Family Functional Data
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    Chapter 36 Random Functional Variable and Fourier Series
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Functional Statistics and Related Fields
Published by
Springer International Publishing, January 2017
DOI 10.1007/978-3-319-55846-2
978-3-31-955846-2, 978-3-31-955845-5

Germán Aneiros, Enea G. Bongiorno, Ricardo Cao, Philippe Vieu

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Mendeley readers

Mendeley readers

The data shown below were compiled from readership statistics for 16 Mendeley readers of this research output. Click here to see the associated Mendeley record.

Geographical breakdown

Country Count As %
Unknown 16 100%

Demographic breakdown

Readers by professional status Count As %
Student > Bachelor 4 25%
Researcher 3 19%
Student > Master 3 19%
Professor 1 6%
Other 1 6%
Other 1 6%
Unknown 3 19%
Readers by discipline Count As %
Mathematics 3 19%
Agricultural and Biological Sciences 2 13%
Biochemistry, Genetics and Molecular Biology 1 6%
Business, Management and Accounting 1 6%
Arts and Humanities 1 6%
Other 4 25%
Unknown 4 25%