The Analysis of Time Series: An Introduction with R 7th Edition Chris Chatfield 1498795668 9781498795661

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Product details:

• ISBN 10: 1498795668
• ISBN 13: 9781498795661
• Author: Chris Chatfield

This new edition of this classic title, now in its seventh edition, presents a balanced and comprehensive introduction to the theory, implementation, and practice of time series analysis. The book covers a wide range of topics, including ARIMA models, forecasting methods, spectral analysis, linear systems, state-space models, the Kalman filters, nonlinear models, volatility models, and multivariate models.

Table of contents:

1. Introduction

2. Basic Descriptive Techniques

3. Some Linear Time Series Models

4. Fitting Time Series Models in the Time Domain

5. Forecasting

6. Stationary Processes in the Frequency Domain

7. Spectral Analysis

8. Bivariate Processes

9. Linear Systems

10. State-Space Models and the Kalman Filter

11. Non-Linear Models

12. Volatility Models

13. Multivariate Time Series Modelling

14. Some More Advanced Topics

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