What is Linear Regression?

Linear regression is used to model the relationship between continuous variables. For example to predict the price of a house when you have features like size in square meters and crime in the neighborhood etc.  A linear regression function takes the form of

$$\hat{y}=\hat{\beta_0}+\hat{\beta_1}x_1 …

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