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DataCamp – ARIMA Modeling with R No ratings yet.




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DataCamp ARIMA Modeling with R

Created/Published/Taught by:
DataCamp
David Stoffer
Lore Dirick
Matt Isaacs

Content Found Via:
DataCamp

Free? Partially: Some Free Content, Some Paid

Cost Range:
$0.00 - $29.00

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From DataCamp:

“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.”

This course consists of four chapters:

  1. Time Series Data and Models
  2. Fitting ARMA models
  3. ARIMA Models
  4. Seasonal ARIMA

Recommended Prerequisites: none specified; some familiarity with R

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