Interpret the slope associated with mother's height.
Glencoe Algebra 1, Student Edition, 9780079039897, 0079039898, 2018
18th Edition
ISBN:9780079039897
Author:Carter
Publisher:Carter
Chapter4: Equations Of Linear Functions
Section4.6: Regression And Median-fit Lines
Problem 2CYU
Related questions
Question
![Researchers are interested in predicting the height of a child based on the heights of their mother
and father. Data were collected, which included height of the child (height ), height of the mother (
mothersheight), and height of the father (fathersheight ). The initial analysis used the heights of the
parents to predict the height of the child (all units are inches). The results of the analysis, a multiple
regression, are presented below.
.
regress height mothersheight fathersheight
Source
Model
Residual
Total
height
mothersheight
fathersheight
_cons
SS
208.008457
314.295372
522.303829
df
104.004228
2
37 8.49446952
MS
39 13.3924059
Coef. Std. Err.
.6579529 .1474763
.2003584 .1382237
9.804327 12.39987
Interpret the slope associated with mother's height.
t P>|t|
4.46 0.000
с 0.156
0.79 0.434
Number of obs =
F( 2,
37) =
Prob > F
R-squared
Adj R-squared =
Root MSE
=
=
.3591375
-.0797093
-15.32021
=
40
12.24
0.0001
0.3983
0.3657
2.9145
[95% Conf. Intervall
9567683
.4804261
34.92886](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F1195f155-04b4-4dc5-bc7c-08e6aaa2ddef%2F1337c7ce-7f5f-4598-8977-dd6cb5932a17%2F1dk75q8_processed.png&w=3840&q=75)
Transcribed Image Text:Researchers are interested in predicting the height of a child based on the heights of their mother
and father. Data were collected, which included height of the child (height ), height of the mother (
mothersheight), and height of the father (fathersheight ). The initial analysis used the heights of the
parents to predict the height of the child (all units are inches). The results of the analysis, a multiple
regression, are presented below.
.
regress height mothersheight fathersheight
Source
Model
Residual
Total
height
mothersheight
fathersheight
_cons
SS
208.008457
314.295372
522.303829
df
104.004228
2
37 8.49446952
MS
39 13.3924059
Coef. Std. Err.
.6579529 .1474763
.2003584 .1382237
9.804327 12.39987
Interpret the slope associated with mother's height.
t P>|t|
4.46 0.000
с 0.156
0.79 0.434
Number of obs =
F( 2,
37) =
Prob > F
R-squared
Adj R-squared =
Root MSE
=
=
.3591375
-.0797093
-15.32021
=
40
12.24
0.0001
0.3983
0.3657
2.9145
[95% Conf. Intervall
9567683
.4804261
34.92886
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