SIT3005 Time Series and Forecasting Methods: An Estimate Of Global Surface Temperature Change by R

1. Time series analysis

• time plot
• seasonal plot
• ACF plot

2. BoxCox transformation

3. STL decomposition

4. Forecasting methods

• Simple Exponential Smoothing
• Holt’s Linear Trend
• Holt’s Damped Trend
• Holt-Winters’ Additive

5. Comparative study

• Holt's Linear Trend
• Exponential Smoothing (ETS)
• Seasonal ARIMA

by fpp2 package in R

Data retrieved from https://www.ncei.noaa.gov/news/global-climate-201903.