Question: Which of the following is NOT a characteristic of linear regression?
Options:
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
Correct Answer: It can only handle two variables
Solution:
Linear regression can handle multiple predictors, not just two variables.
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.
No concepts available.
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