Squares 9543.721 Model Regression 4. 2385.930 46.695 .000 Residual 9963.779 195 51.096 Total 19507.500 199 a. Predictors: (Constant), reading score, female, social studies score, math score b. Dependent Variable: science score Coefficientsa Unstandardized Standardized Coefficients Std. Error 3.194 Coefficients Beta 95% Confidence Interval for B Upper Bound 18.624 Lower Bound B 12.325 Sig. 000 Model 3.859 (Constant math score female 6.027 389 074 368 5.252 000 243 .535 -2.010 1.023 -101 -1.965 000 -4.027 .007 social studies score .050 062 054 801 424 -.073 .173 reading score 335 073 347 4 607 000 192 479 a. Dependent Variable: science score O Math score O Being a female O Social studies score O Reading score

MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
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Question
28)
Sum of
df
Mean Square
Squares
9543.721
Model
4.
2385.930
46.695
.000a
Regression
Residual
9963.779
195
51.096
Total
19507.500
199
a. Predictors: (Constant), reading score, female, social studies score, math score
b. Dependent Variable: science score
Coefficientsa
Unstandardized
Coefficients
Standardized
Coefficients
95% Confidence Interval for B
Lower Bound
6.027
Upper Bound
Std. Error
3.194
Model
B
Beta
Sig
1
(Constant)
12.325
3.859
000
18.624
math score
389
074
368
5.252
000
243
535
female
-2.010
1.023
-101
-1.965
000
-4.027
.007
social studies score
050
062
054
801
424
-.073
173
reading score
335
.073
347
4 607
000
192
479
a. Dependent Variable: science score
O Math score
O Being a female
O Social studies score
O Reading score
Transcribed Image Text:Sum of df Mean Square Squares 9543.721 Model 4. 2385.930 46.695 .000a Regression Residual 9963.779 195 51.096 Total 19507.500 199 a. Predictors: (Constant), reading score, female, social studies score, math score b. Dependent Variable: science score Coefficientsa Unstandardized Coefficients Standardized Coefficients 95% Confidence Interval for B Lower Bound 6.027 Upper Bound Std. Error 3.194 Model B Beta Sig 1 (Constant) 12.325 3.859 000 18.624 math score 389 074 368 5.252 000 243 535 female -2.010 1.023 -101 -1.965 000 -4.027 .007 social studies score 050 062 054 801 424 -.073 173 reading score 335 .073 347 4 607 000 192 479 a. Dependent Variable: science score O Math score O Being a female O Social studies score O Reading score
Looking at the SPSS Regression Output, what is the best predictor of the science score?
Model Summary
Adjusted
R Square
Std. Error of
the Estimate
Model
R Square
.699a
489
479
7.14817
a. Predictors: (Constant), reading score, female, social
studies score, math score
ANOVA
Sum of
Mean Square
2385.930
Sig.
.000
df
Squares
9543.721
Model
1
Regression
46.695
Residual
9963.779
195
51.096
Total
19507.500
199
a. Predictors: (Constant), reading score, female, social studies score, math score
b. Dependent Variable: science score
Coefficients
Unstandardized
Standardized
Coefficients
Coefficients
95% Confidence Interval for B
Upper Bound
18.624
Model
B
Std. Error
Beta
Sig.
Lower Bound
(Constant)
12.325
3.194
3.859
.000
6.027
math score
.389
.074
368
5.252
.000
.243
535
female
-2.010
1.023
-.101
-1.965
.000
-4.027
.007
social studies score
050
.062
.054
801
.424
-.073
.173
reading score
000
102
479
247
Transcribed Image Text:Looking at the SPSS Regression Output, what is the best predictor of the science score? Model Summary Adjusted R Square Std. Error of the Estimate Model R Square .699a 489 479 7.14817 a. Predictors: (Constant), reading score, female, social studies score, math score ANOVA Sum of Mean Square 2385.930 Sig. .000 df Squares 9543.721 Model 1 Regression 46.695 Residual 9963.779 195 51.096 Total 19507.500 199 a. Predictors: (Constant), reading score, female, social studies score, math score b. Dependent Variable: science score Coefficients Unstandardized Standardized Coefficients Coefficients 95% Confidence Interval for B Upper Bound 18.624 Model B Std. Error Beta Sig. Lower Bound (Constant) 12.325 3.194 3.859 .000 6.027 math score .389 .074 368 5.252 .000 .243 535 female -2.010 1.023 -.101 -1.965 .000 -4.027 .007 social studies score 050 .062 .054 801 .424 -.073 .173 reading score 000 102 479 247
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