
MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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Transcribed Image Text:problem 1, two parts
Data
6 problems (see sheet tabs)
ANOVA
i
1
2
3
4
Regression
Residual
Tatal
5
6
7
8
Intercept
10
X
X
161
203
235
176
201
188
228
To the right, in the gray cells, is the regression output for the data above (y is the dependent variable).
This output is generated by the regression routine in Excel, and is similar to what would be produced by Minitab.
For HWT, you will learn the math behind how these numbers are generated and recreate this output
211
191
178
The Week 8 notes, especially 8-3, will give you the equations for each call
Your answers will go below, though you will need additional calls for calculations.
df
Each call should have a function or equation not just a number.
The result should match the output to the right, so you can easily check your work
Part a. Fill in the yellow cells below. These must all be functions or equations. Do not just type in numbers.
Regression Statistics
Multiple R
R Square
Standard Error
Observations
Y
159
206
241
163
197
193
209
189
169
201
SS
Coefficients Standard Error
MS
t Stat
F
P-value
Significance F
Lower 95%
Part b. What can you conclude from this regression output? Is it a good fit? How do you know?
Upper 95%
SUMMARY OUTPUT (from Excel)
Regression Statistics
Multiple R
R Square
Standard Error
Observations
ANOVA
Regression
Residual
Total
Intercept
X
0.8159
0.6657
15.1005
10
dr
1
8
9
Coefficients
22.36
0.86
SS
3631.9
1824.2
5456.1
Standard Error
42.95
0.22
MS
3631.9
228
1 Stat
0.52
3.99
F
15.9
P-value
0.62
0
Significance F
0
Lower 95%
-76.68
0.36
Upper 95%
121.4
1.36
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