Functional Statistics and Applications : Selected Papers from MICPS-2013 / edited by Elias Ould Saïd, Idir Ouassou, Mustapha Rachdi.

Format:

Book

Contributor:

Ould Saïd, Elias, 1956- Editor.

Ouassou, Idir, Editor.

Rachdi, Mustapha, Editor.

Series:

Contributions to Statistics, 2628-8966

Language:

English

Subjects (All):

Statistics.

Operations research.

Management science.

Biometry.

Signal processing.

Statistical Theory and Methods.

Operations Research, Management Science.

Biostatistics.

Signal, Speech and Image Processing.

Local Subjects:

Statistical Theory and Methods.

Operations Research, Management Science.

Biostatistics.

Signal, Speech and Image Processing.

Physical Description:

1 online resource (171 p.)

Edition:

1st ed. 2015.

Place of Publication:

Cham : Springer International Publishing : Imprint: Springer, 2015.

Language Note:

English

Summary:

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.

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.

Notes:

"International Conference of Probability and Statistics, which has been a phenomenal achievement."

Includes bibliographical references at the end of each chapters and index.

ISBN:

3-319-22476-X