Statistics for Spatio-Temporal Data

Statistics for Spatio-Temporal DataWILEY SERIES IN PROBABILITY AND STATISTICSE stablished by WALTER A. SHEWHART and SAMUEL S. WILKSE ditors:David J. Balding, Noel A. C. Cressie, Garrett M. Fitzmaurice,Harvey Goldstein, Iain M. Johnstone, Geert Molenberghs, David W. Scott,Adrian F. M. Smith, Ruey S. Tsay, Sanford WeisbergEditors Emeriti:Vic Barnett, J. Stuart Hunter, Jozef L. TeugelsA complete list of the titles in this series appears at the end of this for Spatio-Temporal DataNOEL CRESSIED epartment of StatisticsThe Ohio State UniversityCHRISTOPHER K. WIKLED epartment of StatisticsUniversity of MissouriA JOHN WILEY & SONS, INC., PUBLICATIONC opyright 2011 by John Wiley & Sons, Inc. All rights reservedPublished by John Wiley & Sons, Inc., Hoboken, New JerseyPublished simultaneously in CanadaNo part of this publication may be reproduced, stored in a retrieval system , or transmitted in anyform or by any means, electronic, mechanical, photocopying, recording, scanning, or otherwise,except as permitted under Section 107 or 108 ofthe 1976 United States Copyright Act, withouteither the prior written permission of the Publisher, or authorization through payment

3.2 Introduction to Deterministic Dynamical Systems, 59 3.2.1 Linear Discrete Dynamical Systems, 60 3.2.2 Nonlinear Discrete Dynamical Systems, 70 3.2.3 Bifurcation, 72 3.2.4 Chaos, 75 3.2.5 State-Space Reconstruction, 79 3.2.6 The Need for Statistical Models for Dynamical Processes, 80 3.3 Time Series Preliminaries, 80 3.4 Basic Time Series ...

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  System, Time, Discrete, Dynamical, Dynamical systems, Discrete dynamical systems

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