Intro to Time Series Analysis in R

  • flag Coursera
  • student Beginner
  • database eLearning
  • earth English
  • clock 2h


In this 2 hour long project-based course^ you will learn the basics of time series analysis in R. By the end of this project^ you will understand the essential theory for time series analysis and have built each of the major model types (Autoregressive^ Moving Average^ ARMA^ ARIMA^ and decomposition) on a real world data set to forecast the future. We will go over the essential packages and functions in R as well to make time series analysis easy.

Covered topics:

  • Time Series Forecasting
  • Time Series
  • Time Series Models
  • Box Jenkins Method
  • Statistical Hypothesis Testing