Functional Statistics and Applications: Selected Papers from MICPS-2013

✍ Scribed by Elias Ould Saïd, Idir Ouassou, Mustapha Rachdi (eds.)

• Publisher: Springer International Publishing
• Year: 2015
• Tongue: English
• Leaves: 171
• Series: Contributions to Statistics
• Edition: 1
• Category: Library

✦ Synopsis

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.

✦ Table of Contents

Front Matter....Pages i-xii
Front Matter....Pages 1-1
Asymptotic Results for an M-Estimator of the Regression Function for Quasi-Associated Processes....Pages 3-28
BlockShrink Wavelet Density Estimator in ϕ-Mixing Framework....Pages 29-50
Approximation of Strictly Stationary Banach-Valued Random Sequence by Fourier Integral....Pages 51-58
On the Strong Consistency of the Kernel Estimator of Extreme Conditional Quantiles....Pages 59-77
Exact Quadratic Error of the Local Linear Regression Operator Estimator for Functional Covariates....Pages 79-90
Estimation of a Loss Function for Spherically Symmetric Distribution with Constraints on the Norm....Pages 91-112
Front Matter....Pages 113-113
Impact of Nonparametric Density Estimation on the Approximation of the G∕G∕1 Queue by the M∕G∕1 One....Pages 115-125
Stochastic Analysis of an M/G/1 Retrial Queue with FCFS....Pages 127-139
Dynalets: A New Tool for Biological Signal Processing ....Pages 141-150
Demography in Epidemics Modelling: The Copula Approach....Pages 151-161
Back Matter....Pages 163-164

✦ Subjects

Statistical Theory and Methods; Operations Research, Management Science; Statistics for Life Sciences, Medicine, Health Sciences; Signal, Image and Speech Processing