Functional and Operatorial Statistics

Authors:

ISBN: 978-3-7908-2061-4 (Print) 978-3-7908-2062-1 (Online)

Table of contents (44 chapters)

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  1. Front Matter

    Pages i-xix

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    Pages 1-5

    Introduction to IWFOS'2008

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    Pages 7-13

    Solving Multicollinearity in Functional Multinomial Logit Models for Nominal and Ordinal Responses

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    Pages 15-21

    Estimation of Functional Regression Models for Functional Responses by Wavelet Approximation

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    Pages 23-29

    Functional Linear Regression with Functional Response: Application to Prediction of Electricity Consumption

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    Pages 31-34

    Asymptotic Normality of Robust Nonparametric Estimator for Functional Dependent Data

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    Pages 35-41

    Measuring Dissimilarity Between Curves by Means of Their Granulometric Size Distributions

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    Pages 43-46

    Supervised Classification for Functional Data: A Theoretical Remark and Some Numerical Comparisons

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    Pages 47-51

    Local Linear Regression for Functional Predictor and Scalar Response

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    Pages 54-56

    Spatio-temporal Functional Regression on Paleoecological Data

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    Pages 57-64

    Local Linear Functional Regression Based on Weighted Distance-based Regression

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    Pages 65-69

    Singular Value Decomposition of Large Random Matrices (for Two-Way Classification of Microarrays)

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    Pages 71-75

    On Tensorial Products of Hilbertian Linear Processes

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    Pages 77-83

    Recent Results on Random and Spectral Measures with Some Applications in Statistics

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    Pages 85-88

    Parameter Cascading for High Dimensional Models

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    Pages 89-94

    Advances in Human Protein Interactome Inference

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    Pages 95-102

    Functional Principal Components Analysis with Survey Data

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    Pages 103-107

    Functional Clustering of Longitudinal Data

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    Pages 109-116

    Robust Nonparametric Estimation for Functional Data

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    Pages 117-120

    Estimation of the Functional Linear Regression with Smoothing Splines

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    Pages 121-126

    A Random Functional Depth

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