Which of the following is NOT a characteristic of linear regression?
Practice Questions
Q1
Which of the following is NOT a characteristic of linear regression?
It assumes a linear relationship between variables
It can only handle two variables
It can be used for multiple predictors
It minimizes the sum of squared residuals
Questions & Step-by-Step Solutions
Which of the following is NOT a characteristic of linear regression?
Step 1: Understand what linear regression is. It is a method used to model the relationship between a dependent variable and one or more independent variables.
Step 2: Identify the characteristics of linear regression. Some characteristics include: it can handle multiple predictors, it assumes a linear relationship, and it minimizes the sum of squared errors.
Step 3: Look for the option that does not fit with the characteristics of linear regression. The question asks for something that is NOT a characteristic.
Step 4: Remember that linear regression can work with more than two variables, so if an option suggests it can only handle two variables, that would be the correct answer.
