Time-Series-Analysis

This repository contains several smaller projects and tutorials that I've created for fun about time series analysis in R. The projects are listed below.

Fitting Data to an Seasonal ARIMA Process in R

Description:
A step by step tutorial that shows how global average temperature data sampled monthly between January 1980 to December 2015 can be fitted to a seasonal ARIMA process. The tutorial is written in R Notebook and can be opened in any web browser.

Files:
SARIMA_GlobalTemp.nb.html
SARIMA_GlobalTemp.Rmd

Keywords:
Time Series, ARIMA, Seasonal ARIMA, R

Step-by-step Model Fitting and Forecasting in R

Description:
A step by step tutorial that shows how US candy production data sampled monthly between January 1972 to December 1996 can be fitted to a time series model with forecasts. The tutorial is written in R Notebook and can be opened in any web browser.

Files:
candyproduction.nb.html
candyproduction.Rmd

Keywords:
Time Series, AR-process, Restricting Parameters, R