Asked by Adison Presley on May 07, 2024
Verified
The linear regression equation represents ______.
A) the value of X
B) the value of Y
C) the "best fit" relationship between two variables
D) a horizontal relationship
Linear Regression Equation
A mathematical expression defining a direct relationship between a single dependent variable and several independent variables.
Best Fit
A line or curve that represents the best approximation of a set of data points, often determined by minimizing the differences between the estimated and observed values.
Variables
Elements, features, or factors that are liable to vary or change within the context of a scientific study or experiment.
- Identify and apply the concept of linear regression and its components (slope and Y-intercept) to predict outcomes.
Verified Answer
NV
Nikka Villanueva HilarioMay 08, 2024
Final Answer :
C
Explanation :
The linear regression equation represents the "best fit" relationship between two variables. It shows the mathematical formula or model that best predicts the values of the dependent variable (Y) based on the values of the independent variable (X). The equation is used to make predictions or to understand the relationship between the variables. Therefore, option C is the best choice.
Learning Objectives
- Identify and apply the concept of linear regression and its components (slope and Y-intercept) to predict outcomes.