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In: Statistics and Probability

DaughtersHeight data set on the height of adult daughters and the heights of their mothers and...

DaughtersHeight data set on the height of adult daughters and the heights of their mothers and fathers, all in inches. analyze these data with child height as the dependent variable. using R studio graph the data and Conduct a separate analysis with Type I and Type III sum of squares tables.

Gender daughtersheight mothersheight fathersheight
F 58.6 63 64
F 64.7 67 65
F 65.3 64 67
F 61 60 72
F 65.4 65 72
F 67.4 67 72
F 60.9 59 67
F 63.1 60 71
F 60 58 66
F 71.1 72 75
F 62.2 63 69
F 67.2 67 70
F 63.4 62 69
F 68.4 69 62
F 62.2 63 66
F 64.7 64 76
F 59.6 63 69
F 61 64 68
F 64 60 66
F 65.4 65 68

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Answer:-

Daughters Height data set on the height of adult daughters and the heights of their mothers and fathers, all in inches. analyze these data with child height as the dependent variable. using R studio graph the data and Conduct a separate analysis with Type I and Type III sum of squares tables.

Gender daughters height mothers height fathers height
F 58.6 63 64
F 64.7 67 65
F 65.3 64 67
F 61 60 72
F 65.4 65 72
F 67.4 67 72
F 60.9 59 67
F 63.1 60 71
F 60 58 66
F 71.1 72 75
F 62.2 63 69
F 67.2 67 70
F 63.4 62 69
F 68.4 69 62
F 62.2 63 66
F 64.7 64 76
F 59.6 63 69
F 61 64 68
F 64 60 66
F 65.4 65 68
SUMMARY OUTPUT
Regression Statistics
Multiple R 0.821711
R Square 0.675209
Adjusted R Square 0.636998
Standard Error 1.939902
Observations 20
ANOVA
df ss MS F Significance F
Regression 2 132.9973 66.49864 17.67068 0.0000
Residual 17 63.97472 3.763219
Total 19 196.972
Coefficients Standard Error t Stat P-value
Intercept 7.454305 10.88037
mothers height 0.707206 0.128858 5.488247 0.0000
fathers height 0.163629 0.12659 1.292586 0.213448

from anova , p value < 0.05

daughter's height is related to mother's and/ or father's height

........

and p value for mother's height coefficient test,

p value = 0.0000 < 0.05

so there is significant relationship between daughter's height and mother's height


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