Recall the original model = 25.2 + 5.5x, and the new model = 16.3 +2.3x₁ + 12.1x₂ - 5.8x3. The p-value associated with this test is the upper tail area of the F distribution with the degrees of freedom for the numerator equal to the number of independent variables that were added to obtain the full model. There were two additional variables in the full model, so there are 3 X degrees of freedom for the numerator. The degrees of freedom for the denominator will be n-p1 where n = 27 total observations, and p is the number of independent variables in the model. Thus, the degrees of freedom for the denominator is n-p-1 = 21 x.

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
Question
Recall the original model \( \hat{y} = 25.2 + 5.5x_1 \) and the new model \( \hat{y} = 16.3 + 2.3x_1 + 12.1x_2 - 5.8x_3 \).

The p-value associated with this test is the upper tail area of the F distribution with the degrees of freedom for the numerator equal to the number of independent variables that were added to obtain the full model. There were two additional variables in the full model, so there are \( \textcolor{red}{3 \, \text{✘}} \) degrees of freedom for the numerator.

The degrees of freedom for the denominator will be \( n - p - 1 \) where \( n = 27 \) total observations, and \( p \) is the number of independent variables in the model. Thus, the degrees of freedom for the denominator is

\[ n - p - 1 = \textcolor{red}{21 \, \text{✘}} \]
Transcribed Image Text:Recall the original model \( \hat{y} = 25.2 + 5.5x_1 \) and the new model \( \hat{y} = 16.3 + 2.3x_1 + 12.1x_2 - 5.8x_3 \). The p-value associated with this test is the upper tail area of the F distribution with the degrees of freedom for the numerator equal to the number of independent variables that were added to obtain the full model. There were two additional variables in the full model, so there are \( \textcolor{red}{3 \, \text{✘}} \) degrees of freedom for the numerator. The degrees of freedom for the denominator will be \( n - p - 1 \) where \( n = 27 \) total observations, and \( p \) is the number of independent variables in the model. Thus, the degrees of freedom for the denominator is \[ n - p - 1 = \textcolor{red}{21 \, \text{✘}} \]
Expert Solution
steps

Step by step

Solved in 3 steps with 3 images

Blurred answer
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