Asked by Natasha Finkelstein on Apr 28, 2024
Verified
The following estimated regression equation was developed relating yearly income (y in $1000s) of 30 individuals with their age (x1) and their gender (x2) (0 if male and 1 if female) . = 30 + .7x1 + 3x2
Also provided are SST = 1200 and SSE = 384.The yearly income (in $) expected of a 24-year-old female individual is
A) $19.80.
B) $19,800.
C) $49.80.
D) $49,800.
Estimated Income
The projection or approximation of income over a specified future period, often based on historical data and current trends.
Estimated Regression Equation
An equation derived from regression analysis that predicts the dependent variable based on the independent variables.
Yearly Income
The total amount of money earned by an individual or entity in one year from all sources.
- Calculate expected values using regression equations.
Verified Answer
BA
Bryce AllenMay 02, 2024
Final Answer :
D
Explanation :
Plug in the values for age and gender in the regression equation:
y = 30 + 0.7(24) + 3(1)
y = 30 + 16.8 + 3
y = 49.8 (in $1000s)
To convert to dollars, multiply by 1000:
y = 49.8 * 1000 = $49,800
y = 30 + 0.7(24) + 3(1)
y = 30 + 16.8 + 3
y = 49.8 (in $1000s)
To convert to dollars, multiply by 1000:
y = 49.8 * 1000 = $49,800
Learning Objectives
- Calculate expected values using regression equations.