Terence C. Mills 
Time Series Econometrics [PDF ebook] 
A Concise Introduction

1. Introduction
2. Modelling Stationary Time Series: the ARMA Approach
3. Non-stationary Time Series: Differencing and ARIMA Modelling
4. Unit Roots and Related Topics
5. Modelling Volatility using GARCH Processes
6. Forecasting with Univariate Models
7. Modelling Multivariate Time Series: Vector Autoregressions and Granger Causality
8. Cointegration in Single Equations
9. Cointegration in Systems of Equations
10. Extensions and Developments
Index

Terence C. Mills is Professor of Applied Statistics and Econometrics at Loughborough University. He has published over 200 articles and books on topics ranging from economic history and the history of econometric thought, through economics, econometrics and finance, to health and well-being, climatology and meteorology.