3. Statistics

Linear Models — Quiz

Test your understanding of linear models with 5 practice questions.

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Practice Questions

Question 1

Which of the following is a key assumption of a simple linear regression model?

Question 2

What is the formula for the fitted (predicted) value in a simple linear regression model?

Question 3

In the context of linear regression, what does $R^2$ represent?

Question 4

Which of the following best describes the purpose of regularization techniques like Ridge and Lasso regression?

Question 5

Which diagnostic plot is commonly used to check for the normality of residuals in a linear regression model?
Linear Models Quiz — Data Science | A-Warded