MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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You are given the following data, where X1X1 (final percentage in history class) and X2X2 (number of absences) are used to predict YY (standardized history test score in fourth grade):

X1X1 X2X2 YY
88 3 375
99 0 485
75 4 370
80 2 420
80 1 390
78 3 350
98 0 480
95 2 415
92 6 375
61 5 310
82 0 400
70 3 350

Determine the following multiple regression values.

Report intercept and slopes for regression equation accurate to at least 2 decimal places:
    Intercept:  b0=b0= 
    Partial slope X1X1:  b1=b1= 
    Partial slope X2X2:  b2=b2= 


Report the coefficient of multiple determination for the model (NOT the adjusted R2R2) and the sum of squares total accurate to at least 2 decimal places:
    R2=R2= 
    SSTotal=SSTotal= 

Test the significance of the overall regression model. 
    F-test statistic = 
    P-value = 

Report the Mean Squares residuals accurate to 2 decimal places:
    

Report the test statistics for the regression coefficients accurate to 2 decimal places:
    The test statistics for b1b1, t=t= 
    

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