• A Short Guide to Time Series Analysis
  • Preface
  • 1 Introduction to Time Series
    • 1.1 What is a Time Series?
    • 1.2 Components of Time Series
    • 1.3 Stationarity
  • 2 Modelling Time Series
    • 2.1 AR and MA
    • 2.2 ARMA, ARIMA, AND SARIMA
  • 3 Forecasting
    • 3.1 What is Forecasting?
    • 3.2 Example: Global Temperature
  • 4 Summary
  • References
  • Published with bookdown

Time Series for Beginners

References

Duke University, Summary of Rules for Identifying ARIMA Models

Global Temperature Time Series Data

Holmes, Scheuerell, & Ward, Applied Time Series Analysis

Hyndman & Athanasopoulos, Forecasting Principles and Practice

Khan, ARIMA Model for Forescating - Example in R

Towards Data Science, The Complete Guide to Time Sereis Analysis and Forecasting