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Dabo-Niang, Sophie

Functional and Operatorial Statistics

Dabo-Niang, Sophie - Functional and Operatorial Statistics, ebook

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ISBN: 9783790820621
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Table of contents

1. Introduction to IWFOS'2008
Alain Boudou, Frédéric Ferraty, Yves Romain, Pascal Sarda, Philippe Vieu, Sylvie Viguier-Pla

2. Solving Multicollinearity in Functional Multinomial Logit Models for Nominal and Ordinal Responses
Ana Aguilera, Manuel Escabias

3. Estimation of Functional Regression Models for Functional Responses by Wavelet Approximation
Ana Aguilera, Francisco Ocaña, Mariano Valderrama

4. Functional Linear Regression with Functional Response: Application to Prediction of Electricity Consumption
Jaromír Antoch, Luboš Prchal, Maria Rosaria Rosa, Pascal Sarda

5. Asymptotic Normality of Robust Nonparametric Estimator for Functional Dependent Data
Mohammed Attouch, Ali Laksaci, Elias Ould-Saïd

6. Measuring Dissimilarity Between Curves by Means of Their Granulometric Size Distributions
Guillermo Ayala, Martin Gaston, Teresa Leon, Fermín Mallor

7. Supervised Classification for Functional Data: A Theoretical Remark and Some Numerical Comparisons
Amparo Baíllo, Antonio Cuevas

8. Local Linear Regression for Functional Predictor and Scalar Response
Amparo Baíllo, Aurea Grané

9. Spatio-temporal Functional Regression on Paleoecological Data
Avner Bar-Hen, Liliane Bel, Rachid Cheddadi

10. Local Linear Functional Regression Based on Weighted Distance-based Regression
Eva Boj, Pedro Delicado, Josep Fortiana

11. Singular Value Decomposition of Large Random Matrices (for Two-Way Classification of Microarrays)
Marianna Bolla, Katalin Friedl, András Krámli

12. On Tensorial Products of Hilbertian Linear Processes
Denis Bosq

13. Recent Results on Random and Spectral Measures with Some Applications in Statistics
Alain Boudou, Emmanuel Cabral, Yves Romain

14. Parameter Cascading for High Dimensional Models
David Campbell, Jiguo Cao, Giles Hooker, James Ramsay

15. Advances in Human Protein Interactome Inference
Enrico Capobianco, Elisabetta Marras

16. Functional Principal Components Analysis with Survey Data
Hervé Cardot, Mohamed Chaouch, Camelia Goga, Catherine Labruère

17. Functional Clustering of Longitudinal Data
Jeng-Min Chiou, Pai-Ling Li

18. Robust Nonparametric Estimation for Functional Data
Christophe Crambes, Laurent Delsol, Ali Laksaci

19. Estimation of the Functional Linear Regression with Smoothing Splines
Christophe Crambes, Alois Kneip, Pascal Sarda

20. A Random Functional Depth
Juan Cuesta-Albertos, Alicia Nieto-Reyes

21. Parametric Families of Probability Distributions for Functional Data Using Quasi-Arithmetic Means with Archimedean Generators
Etienne Cuvelier, Monique Noirhomme-Fraiture

22. Point-wise Kriging for Spatial Prediction of Functional Data
Pedro Delicado, Ramón Giraldo, Jorge Mateu

23. Nonparametric Regression on Functional Variable and Structural Tests
Laurent Delsol

24. Vector Integration and Stochastic Integration in Banach Spaces
Nicolae Dinculeanu

25. Multivariate Functional Data Discrimination Using ICA: Analysis of Hippocampal Differences in Alzheimer's Disease
Irene Epifanio, Noelia Ventura

26. Influence in the Functional Linear Model with Scalar Response
Manuel Febrero, Pedro Galeano, Wenceslao González-Manteiga

27. Is it Always Optimal to Impose Constraints on Nonparametric Functional Estimators? Some Evidence on the Smoothing Parameter Choice
Jean-Pierre Florens, Anne Vanhems

28. Dynamic Semiparametric Factor Models in Pricing Kernels Estimation
Enzo Giacomini, Wolfgang Härdle

29. The Operator Trigonometry in Statistics
Karl Gustafson

30. Selecting and Ordering Components in Functional-Data Linear Prediction
Peter Hall

31. Bagplots, Boxplots and Outlier Detection for Functional Data
Rob Hyndman, Han Lin Shang

32. Marketing Applications of Functional Data Analysis
Gareth James, Ashish Sood, Gerard Tellis

33. Nonparametric Estimation in Functional Linear Model
Jan Johannes

34. Presmoothing in Functional Linear Regression
Adela Martínez-Calvo

35. Probability Density Functions of the Empirical Wavelet Coefficients of Multidimensional Poisson Intensities
José Carlos Simon Miranda

36. A Cokriging Method for Spatial Functional Data with Applications in Oceanology
Pascal Monestiez, David Nerini

37. On the Effect of Curve Alignment and Functional PCA
Juhyun Park

38. K-sample Subsampling
Dimitris Politis, Joseph Romano

39. Inference for Stationary Processes Using Banded Covariance Matrices
Mohsen Pourahmadi, Wei Biao Wu

40. Automatic Local Spectral Envelope
Ori Rosen, David Stoffer

41. Recent Advances in the Use of SVM for Functional Data Classification
Fabrice Rossi, Nathalie Villa

42. Wavelet Thresholding Methods Applied to Testing Significance Differences Between Autoregressive Hilbertian Processes
María Ruiz-Medina

43. Explorative Functional Data Analysis for 3D-geometries of the Inner Carotid Artery
Laura Maria Sangalli, Piercesare Secchi, Simone Vantini

44. Inference on Periodograms of Infinite Dimensional Discrete Time Periodically Correlated Processes
Zohreh Shishebor, Ahmad Reza Soltani, Ahmad Zamani

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Keywords: MATHEMATICS / Probability & Statistics / General MAT029000

Author(s)
 
Publisher
Springer
Publication year
2008
Language
en
Edition
1
Category
Natural Sciences
Format
Ebook
eISBN (PDF)
9783790820621

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