onduct a global test on the set of independent variables. Interpret Regression Statistics Multiple R 0.87027387 R Square 0.75737661 Adjusted R Square 0.75615535 Standard Error 14.6932431 Observations 600 ANOVA df SS MS F Significance F Regression 3 401662.063 133887.354 620.160683 8.708E-183 Residual 596 128671.271 215.891394 Total 599 530333.333 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0% Intercept -3.9995369 3.05935528 -1.3073137 0.19161031 -10.007965 2.00889078 -10.007965 2.00889078 Annual Income 0.0002132 3.1402E-05 6.78944156 2.7269E-11 0.00015153 0.00027487 0.00015153 0.00027487 Married 45.7808695 1.20203164 38.0862434 8.444E-162 43.4201368 48.1416023 43.4201368 48.1416023 Male 21.9175699 1.20122625 18.2459964 2.0045E-59 19.5584189 24.2767209 19.5584189 24.2767209
onduct a global test on the set of independent variables. Interpret Regression Statistics Multiple R 0.87027387 R Square 0.75737661 Adjusted R Square 0.75615535 Standard Error 14.6932431 Observations 600 ANOVA df SS MS F Significance F Regression 3 401662.063 133887.354 620.160683 8.708E-183 Residual 596 128671.271 215.891394 Total 599 530333.333 Coefficients Standard Error t Stat P-value Lower 95% Upper 95% Lower 95.0% Upper 95.0% Intercept -3.9995369 3.05935528 -1.3073137 0.19161031 -10.007965 2.00889078 -10.007965 2.00889078 Annual Income 0.0002132 3.1402E-05 6.78944156 2.7269E-11 0.00015153 0.00027487 0.00015153 0.00027487 Married 45.7808695 1.20203164 38.0862434 8.444E-162 43.4201368 48.1416023 43.4201368 48.1416023 Male 21.9175699 1.20122625 18.2459964 2.0045E-59 19.5584189 24.2767209 19.5584189 24.2767209
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
Section: Chapter Questions
Problem 1P
Related questions
Question
Conduct a global test on the set of independent variables. Interpret
Regression Statistics | ||||||||
Multiple R | 0.87027387 | |||||||
R Square | 0.75737661 | |||||||
Adjusted R Square | 0.75615535 | |||||||
Standard Error | 14.6932431 | |||||||
Observations | 600 | |||||||
ANOVA | ||||||||
df | SS | MS | F | Significance F | ||||
Regression | 3 | 401662.063 | 133887.354 | 620.160683 | 8.708E-183 | |||
Residual | 596 | 128671.271 | 215.891394 | |||||
Total | 599 | 530333.333 | ||||||
Coefficients | Standard Error | t Stat | P-value | Lower 95% | Upper 95% | Lower 95.0% | Upper 95.0% | |
Intercept | -3.9995369 | 3.05935528 | -1.3073137 | 0.19161031 | -10.007965 | 2.00889078 | -10.007965 | 2.00889078 |
Annual Income | 0.0002132 | 3.1402E-05 | 6.78944156 | 2.7269E-11 | 0.00015153 | 0.00027487 | 0.00015153 | 0.00027487 |
Married | 45.7808695 | 1.20203164 | 38.0862434 | 8.444E-162 | 43.4201368 | 48.1416023 | 43.4201368 | 48.1416023 |
Male | 21.9175699 | 1.20122625 | 18.2459964 | 2.0045E-59 | 19.5584189 | 24.2767209 | 19.5584189 | 24.2767209 |
Expert Solution

Step 1
Solution:
n= 600 observation
k= 3 independent variables
Mean sum of square of regression=MSR= 133887.354
Mean sum of square of error =MSE = 215.891394
Step by step
Solved in 2 steps

Knowledge Booster
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.Recommended textbooks for you

MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc

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
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning

MATLAB: An Introduction with Applications
Statistics
ISBN:
9781119256830
Author:
Amos Gilat
Publisher:
John Wiley & Sons Inc

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
ISBN:
9781305504912
Author:
Frederick J Gravetter, Larry B. Wallnau
Publisher:
Cengage Learning

Elementary Statistics: Picturing the World (7th E…
Statistics
ISBN:
9780134683416
Author:
Ron Larson, Betsy Farber
Publisher:
PEARSON

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
Statistics
ISBN:
9781319013387
Author:
David S. Moore, George P. McCabe, Bruce A. Craig
Publisher:
W. H. Freeman