Course Outline

list High School / Advanced Statistics and Data Science I (ABC)

Book
  • High School / Advanced Statistics and Data Science I (ABC)
  • High School / Statistics and Data Science I (AB)
  • High School / Statistics and Data Science II (XCD)
  • College / Statistics and Data Science (ABC)
  • College / Advanced Statistics and Data Science (ABCD)
  • College / Accelerated Statistics and Data Science (XCDCOLLEGE)
  • Skew the Script: Jupyter

Part II: Modeling Variation

In this section of the course we develop the concept of statistical model. We start with the simplest model, sometimes called the ā€œempty model.ā€ From there we move to more complex models.

We create statistical models in order to:

  • Explain variation in an outcome variable using one or more explanatory variables, and to better understand the Data Generating Process;

  • Predict the values of future observations, or samples;

  • Guide changes we can make to improve the outcomes of the system we are studying.

Responses