ARIMA Modeling with R

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Provided by:
Cost $29/mo
Start Date On demand

Course Details

Cost

$29/mo

Upcoming Schedule

  • On demand

Course Provider

DataCamp online courses
DataCamp is a young team of data analytics enthusiasts that provide free interactive data science and statistics education to the world. To us, the best way to learn is by doing; therefore at www.datacamp.com all our courses are provided through an online interactive learning platform tailored to hands-on experimentation in the browser and prepare you for jobs in the future.
DataCamp is a young team of data analytics enthusiasts that provide free interactive data science and statistics education to the world. To us, the best way to learn is by doing; therefore at www.datacamp.com all our courses are provided through an online interactive learning platform tailored to hands-on experimentation in the browser and prepare you for jobs in the future.
Provider Subject Specialization
Sciences & Technology
9 reviews

Course Description

In this course, you will become an expert in fitting ARIMA models to time series data using R. First, you will explore the nature of time series data using the tools in the R stats package. Next, you learn how to fit various ARMA models to simulated data (where you will know the correct model) using the R package astsa. Once you have mastered the basics, you will learn how to fit integrated ARMA models, or ARIMA models to various real data sets. You will learn how to check the validity of an ARIMA model and you will learn how to forecast time series data. Finally, you will learn how to fit ARIMA models to seasonal data, including forecasting using the astsa package.
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