Handbook of Time Series Analysis: Recent Theoretical Developments and Applications

Handbook of Time Series Analysis: Recent Theoretical Developments and Applications

Editor(s): Björn Schelter, Matthias Winterhalder, Jens Timmer

Published Online: 11 DEC 2006

Print ISBN: 9783527406234

Online ISBN: 9783527609970

DOI: 10.1002/9783527609970

About this Book

This handbook provides an up-to-date survey of current research topics and applications of time series analysis methods written by leading experts in their fields. It covers recent developments in univariate as well as bivariate and multivariate time series analysis techniques ranging from physics' to life sciences' applications. Each chapter comprises both methodological aspects and applications to real world complex systems, such as the human brain or Earth's climate. Covering an exceptionally broad spectrum of topics, beginners, experts and practitioners who seek to understand the latest developments will profit from this handbook.

Table of contents

    1. You have free access to this content
    2. Chapter 5

      Dealing with Randomness in Biosignals (pages 89–130)

      Patrick Celka, Rolf Vetter, Elly Gysels and Trevor J. Hine

    3. Chapter 9

      Data-Driven Analysis of Nonstationary Brain Signals (pages 213–230)

      Mario Chavez, Claude Adam, Stefano Boccaletti and Jacques Martinerie

    4. Chapter 10

      Synchronization Analysis and Recurrence in Complex Systems (pages 231–264)

      Maria Carmen Romano, Marco Thiel, Jürgen Kurths, Martin Rolfs, Ralf Engbert and Reinhold Kliegl

    5. Chapter 11

      Detecting Coupling in the Presence of Noise and Nonlinearity (pages 265–282)

      Theoden I. Netoff, Thomas L. Carroll, Louis M. Pecora and Steven J. Schiff

    6. Chapter 18

      Granger Causality on Spatial Manifolds: Applications to Neuroimaging (pages 461–491)

      Pedro A. Valdés-Sosa, Jose Miguel Bornot-Sánchez, Mayrim Vega-Hernández, Lester Melie-García, Agustin Lage-Castellanos and Erick Canales-Rodríguez

    7. You have free access to this content