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Linear Regression - Learning Outcomes

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After completing this module, you will be able to
Distinguish between simple and multiple linear regression models
Describe the least square approach to linear regression
Analyze the accuracy of the linear regression model
Outline the steps to run a linear regression model in R
Define the F-statistic
Discuss the results for the categorical variable
Explain the concept of Bias Variance trade-off