Functional Statistics and Related Fields

Front Matter....Pages i-xxiv
An introduction to the 4th edition of the International Workshop on Functional and Operatorial Statistics....Pages 1-5
Robust fusion methods for Big Data....Pages 7-14
Functional linear regression models for scalar responses on remote sensing data: an application to Oceanography....Pages 15-21
A diagonal componentwise approach for ARB(1) prediction....Pages 23-31
A general sparse modeling approach for regression problems involving functional data....Pages 33-40
A time-dependent PDE regularization to model functional data defined over spatio-temporal domains....Pages 41-44
An asymptotic factorization of the Small–Ball Probability: theory and estimates....Pages 45-50
Estimating invertible functional time series....Pages 51-58
On the Geometric Brownian Motion assumption for financial time series....Pages 59-65
Commutator of projectors and of unitary operators....Pages 67-75
Permutation tests in the two-sample problem for functional data....Pages 77-85
Functional data analysis of “Omics” data: how does the genomic landscape influence integration and fixation of endogenous retroviruses?....Pages 87-93
Functional data analysis in kinematics of children going to school....Pages 95-103
Parameter estimation of the functional linear model with scalar response with responses missing at random....Pages 105-111
Variable selection in Functional Additive Regression Models....Pages 113-122
Functional data analysis approach of Mandel’s h and k statistics in Interlaboratory Studies....Pages 123-130
High-dimensional functional time series forecasting....Pages 131-136
Essentials of backward nested descriptors inference....Pages 137-144
Two-sample tests for multivariate functional data....Pages 145-154
Functional quantile regression: local linear modelisation....Pages 155-160
Uniform in the smoothing parameter consistency results in functional regression....Pages 161-167
Functional data analysis of neuroimaging signals associated with cerebral activity in the brain cortex....Pages 169-172
On asymptotic properties of functional conditional mode estimation with both stationary ergodic and responses MAR....Pages 173-178
Predicting the physiological limits of sport stress tests with functional data....Pages 179-187
An overview of consistency results for depth functionals....Pages 189-196
Statistical functional depth....Pages 197-202
Differential interval-wise testing for local inference in Sobolev spaces....Pages 203-210
Hotelling in Wonderland....Pages 211-216
Confidence and prediction intervals in semi-functional partial linear regression....Pages 217-224
Linear causality in the sense of Granger with stationary functional time series....Pages 225-231
Grouped multivariate functional time series method: An application to mortality forecasting....Pages 233-241
Tests for separability in nonparametric covariance operators of random surfaces....Pages 243-250
Contribution of Functional Approach to the Classification and the Identification of Acoustic Emission Source Mechanisms....Pages 251-259
Parameter regimes in partially functional linear regression for panel data....Pages 261-270
Registration for Exponential Family Functional Data....Pages 271-277
Random Functional Variable and Fourier Series....Pages 279-286
Back Matter....Pages 287-288