Which algorithm is commonly used for linear regression?

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Question: Which algorithm is commonly used for linear regression?

Options:

Correct Answer: Ordinary Least Squares

Solution:

Ordinary Least Squares (OLS) is a method used to estimate the parameters in linear regression by minimizing the sum of the squares of the residuals.

Which algorithm is commonly used for linear regression?

Which algorithm is commonly used for linear regression?

Step 1: Understand that linear regression is a way to model the relationship between a dependent variable and one or more independent variables.
Step 2: Learn that Ordinary Least Squares (OLS) is a method used in linear regression.
Step 3: Know that OLS works by finding the best-fitting line through the data points.
Step 4: Realize that OLS minimizes the differences between the actual data points and the predicted values from the line.
Step 5: Understand that these differences are called 'residuals' and OLS minimizes the sum of the squares of these residuals.

No concepts available.