| Preface 1 Introduction 1.1 Examples of Times Series 1.2 Objectives of Time Series Analysis 1.3 Linear Time Series Models 1.4 What Is a Nonlinear Time Series? 1.5 Nonlinear Time Series Models 1.6 From Linear to Nonlinear Modes 1.7 Further Reading 1.8 Software Implementations 2 Characteristics of Time Series 2.1 Stationarity 2.2 Autocorrelation 2.3 Spectral Distributions 2.4 Periodogram 2.5 Long-Memory Processes 2.6 Mixing 2.7 Complements 2.8 Additional bibliographical Notes 3 A |
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