Simple Linear Regression involves finding a linear relationship between how many variables in total?Group of answer choices24infiniteall of the above

Break Down the Problem

1. Identify the components of simple linear regression.
2. Determine how many variables are involved in a simple linear regression model.

Relevant Concepts

3. Simple linear regression typically involves one dependent variable and one independent variable.

Analysis and Detail

4. In the context of regression analysis:
   • The dependent variable is the outcome we are trying to predict or explain.
   • The independent variable is the predictor or input variable we believe influences the dependent variable.

Verify and Summarize

5. Since simple linear regression focuses on the relationship between one independent and one dependent variable, the total number of variables in a simple linear regression is two.

Final Answer

The correct choice is none of the above; simple linear regression involves two variables in total: one dependent and one independent.