References:
Solid textbooks
Peter Brockwell & Richard Davis "Time Series: Theory and Methods"
James Hamilton "Time Series Analysis"
Less solid, but more readable:
Robert Shumway & David Stoffer "Time Series Analysis and Its Applications: With R Examples"
Peter Brockwell & Richard Davis "Introduction to Time Series and Forecasting"
Links to software: