1 Characteristics of Time Series

2 Time Series Regression and Exploratory Data Analysis

3 ARIMA Models

4 Spectral Analysis and Filtering

5 Additional Time Domain Topics

6 State-Space Models

7 Statistical Methods in the Frequency Domain

Appendix A: Large Sample Theory

Appendix B: Time Domain Theory

Appendix C: Spectral Domain Theory

References