Consider the regression between average hourly earnings (AHE, in dollars) and years of education (EDUC, in years) on 14,925 individuals: Estimated(AHE) = - 4.58 + 1.71(EDUC), R = 0.182, SER = 9.30 a) Interpret both coefficients and the regression R2. b) Why should education matter in the determination of earnings? Do the results suggest that there is a guarantee for average hourly earnings (AHE) to rise for everyone as they receive an additional year of education? C) Do you think that the relationship between education and average hourly earnings is linear? Explain.

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
icon
Related questions
icon
Concept explainers
Question
Consider the regression between average hourly earnings (AHE, in dollars) and years of education (EDUC, in years) on 14,925 individuals :
Estimated(AHE) = - 4.58 + 1.71(EDUC), R = 0.182, SER = 9.30
a) Interpret both coefficients and the regression R2.
b) Why should education matter in the determination of earnings? Do the results suggest that there is a guarantee for average hourly earnings (AHE) to rise for everyone as they receive an additional year of education?
c) Do you think that the relationship between education and average hourly earnings is linear? Explain.
d) The average years of education in this sample is 13.5 years. What is the mean of average hourly earnings (AHE) in the sample?
e) Interpret the measure of SER. What is its unit of measurement
Transcribed Image Text:Consider the regression between average hourly earnings (AHE, in dollars) and years of education (EDUC, in years) on 14,925 individuals : Estimated(AHE) = - 4.58 + 1.71(EDUC), R = 0.182, SER = 9.30 a) Interpret both coefficients and the regression R2. b) Why should education matter in the determination of earnings? Do the results suggest that there is a guarantee for average hourly earnings (AHE) to rise for everyone as they receive an additional year of education? c) Do you think that the relationship between education and average hourly earnings is linear? Explain. d) The average years of education in this sample is 13.5 years. What is the mean of average hourly earnings (AHE) in the sample? e) Interpret the measure of SER. What is its unit of measurement
Expert Solution
steps

Step by step

Solved in 2 steps

Blurred answer
Knowledge Booster
Correlation, Regression, and Association
Learn more about
Need a deep-dive on the concept behind this application? Look no further. Learn more about this topic, statistics and related others by exploring similar questions and additional content below.
Similar questions
Recommended textbooks for you
MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc
Probability and Statistics for Engineering and th…
Probability and Statistics for Engineering and th…
Statistics
ISBN:
9781305251809
Author:
Jay L. Devore
Publisher:
Cengage Learning
Statistics for The Behavioral Sciences (MindTap C…
Statistics for The Behavioral Sciences (MindTap C…
Statistics
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning
Elementary Statistics: Picturing the World (7th E…
Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON
The Basic Practice of Statistics
The Basic Practice of Statistics
Statistics
ISBN:
9781319042578
Author:
David S. Moore, William I. Notz, Michael A. Fligner
Publisher:
W. H. Freeman
Introduction to the Practice of Statistics
Introduction to the Practice of Statistics
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman