1st edition contents chapter 1: Difference Equations chapter2:Stationary Time-seties Models chapter3:Modeling Economic Time Series:Trends and Volatility chapter4:Testing for Trends and Unit Roots chapter 5: Multiequation Time-Series Models...

目录 1 Getting Started 1 2 Essentials of the R Language 9 3 Data Input 97 4 Dataframes 107 5 Graphics 135 6 Tables 183 7 Mathematics 195 8 Classical Tests 279 9 Statistical Modelling 323 10 Regression 387 11 Analysis of Variance 449 12 Ana...

Contents Warning xx 1 Introduction to R 1 1.1 Features . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 1 1.1.1 Statistics vs Signal processing . . . . . . . . . . . . . . . . . . . . . 1 1.1.2 GUI ?or lack thereof...

Contents Preface to the Second Edition v 1 Introduction 1 1.1 What are functional data? . . . . . . . . . . . . . . . . . 1 1.2 Functional models for nonfunctional data . . . . . . . . . 5 1.3 Some functional data analyses . . . . . . . ....

Contents Preface VII List of Abbreviations and Symbols XVII List of Figures XIX Part I Statistical Background for Nonparametric Statistics and Functional Data 1 Introduction to Functional Nonparametric Statistics . . . . . . . 5 1.1 What i...

Contents Preface v 1 Introduction 1 1.1 Why consider functional data at all? . . . . . . . . . . . 1 1.2 TheWeb site . . . . . . . . . . . . . . . . . . . . . . . . 2 1.3 The case studies . . . . . . . . . . . . . . . . . . . . . . . 2 1.4...

v Acknowledgments iii Preface ix Chapter 1 Introduction 1 Introductory Tutorial (Height Data) 4 A Linear Model for the Height Data 12 Cluster Analysis of the Height Data 15 FDA Flow Chart 21 Chapter 2 Basis Objects and Operations 23 What i...

Simon P. Burke and John Hunter 2005 1 Introduction: Cointegration, Economic Equilibrium and the Long Run 2 Properties of Univariate Time Series 3 Relationships Between Non-Stationary Time Series 4 Multivariate Time Series Approach to Coint...

Preface . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . V Technical Notes. . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . .XIII Li...

CONTENTS 1 INTRODUCTION 1.1 OVERVIEW 1.2 ORGANIZATION OF THIS BOOK 1.3 TERMINOLOGY AND THE MATLAB PROGRAMMING LANGUAGE 1.3.1 Getting Started 1.3.2 Getting Help 1.4 OTHER REFERENCES 2 VISUALIZATION CONSIDERATIONS 2.1 WHY VISUALIZE? 2.2 CHAR...