Overview

This volume, which highlights recent advances in statistical methodology and applications, is divided into two main parts. The first part presents theoretical results on estimation techniques in functional statistics, while the second examines three key areas of application: estimation problems in queuing theory, an application in signal processing, and the copula approach to epidemiologic modelling. The book’s peer-reviewed contributions are based on papers originally presented at the Marrakesh International Conference on Probability and Statistics held in December 2013.

Full Product Details

Author:   Elias Ould Saïd ,  Idir Ouassou ,  Mustapha Rachdi
Publisher:   Springer International Publishing AG
Imprint:   Springer International Publishing AG
Edition:   Softcover reprint of the original 1st ed. 2015
Weight:   2.759kg
ISBN:  

9783319374123

ISBN 10:   3319374125
Pages:   164
Publication Date:   23 August 2016
Audience:   Professional and scholarly ,  Professional & Vocational
Format:   Paperback
Publisher's Status:   Active
Availability:   Manufactured on demand  
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Table of Contents

Preface.- Part I: Functional Statistics.- Attaoui, Laksaci and Ould Saïd: Asymptotic Results for an M-Estimator of the Regression Function for Quasi-Associated Processes.- Badaoui and Rhomari: BlockShrink Wavelet Density Estimator in φ-Mixing Framework.- Benchikh: Approximation of Strictly Stationary Banach-Valued Random Sequence by Fourier Integral.- Girard and Louhichi: On the Strong Consistency of the Kernel Estimator of Extreme Conditional Quantiles.- Naceri, Laksaci and Rachdi: Exact Quadratic Error of the Local Linear Regression Operator Estimator for Functional Covariates.- Ouassou: Estimation of a Loss Function for Spherically Symmetric Distribution with Constraints on the Norm.- Part II: Applications (Queuing Theory, Signal Analysis, Epidemiology).- Bareche and Aïssani: Impact of Nonparametric Density Estimation on the Approximation of the G/G/1 Queue by the M/G/1 One.- Boualem, Cherfaoui, Djellab and Aïssani: Stochastic Analysis of an M/G/1 Retrial Queue with FCFS.- Demongeot, Hamie, Hansen and Rachdi: Dynalets: A New Tool for Biological Signal Processing.- Demongeot, Ghassani, Hazgui and Rachdi: Demography in Epidemics Modelling: The Copula Approach.- Index.

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Author Information

Elias Ould Saïd is a Professor at Université Lille Nord de France in Lille and Université du Littoral Côte d’Opale in Calais. Mustapha Rachdi is a Professor at the Grenoble-Alpes University, Grenoble. Idir Ouassou is a Professor at the Cadi Ayyad University in Marrakesh.

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