Advanced Engineering Mathematics
Advanced Engineering Mathematics
10th Edition
ISBN: 9780470458365
Author: Erwin Kreyszig
Publisher: Wiley, John & Sons, Incorporated
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Modern medical practice tells us not to encourage babies to become too fat. Is there a positive correlation between the weight x of a 1-year old baby and the weight y of the mature adult (30 years old)? A random sample of medical files produced the following information for 14 females.
x (lb) 22
27 22 22
20 15 25
122 122 124 130 120 145
21 17 24 26 22 18 19
130 130 130 130 140 110 115
y (lb)
126
Ex = 300; Ey = 1,774; Ex² = 6,582; y2 = 225,870; Exy = 38,188
(a) Find x, y, b, and the equation of the least-squares line. (Round your answers for x and y to two decimal places. Round your answers for least-squares estimates to three decimal places.)
x=
y=
b=
ŷ=
USE SALT
(b) Draw a scatter diagram for the data. Plot the least-squares line on your scatter diagram.
y
y
160
150
150
140
140
La La
130
130
120
120
160
110
Submit Answer
O
160
y
150
140
130
120
110
O
10
10
15
20
15
25
20
30
25
110
30
O
y
160
پیر پیر
150
140
130
10
120
110
15
O 10
20
15
25
20
25
30
What percentage of variation in y is explained by the least-squares model? (Round your answer to one decimal place.)
%
(c) Find the sample correlation coefficient r and the coefficient of determination. (Round your answers to three decimal places.)
r=
,² = |
30
(d) If a female baby weighs 21 pounds at 1 year, what do you predict she will weigh at 30 years of age? (Round your answer to two decimal places.)
lb
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Transcribed Image Text:Modern medical practice tells us not to encourage babies to become too fat. Is there a positive correlation between the weight x of a 1-year old baby and the weight y of the mature adult (30 years old)? A random sample of medical files produced the following information for 14 females. x (lb) 22 27 22 22 20 15 25 122 122 124 130 120 145 21 17 24 26 22 18 19 130 130 130 130 140 110 115 y (lb) 126 Ex = 300; Ey = 1,774; Ex² = 6,582; y2 = 225,870; Exy = 38,188 (a) Find x, y, b, and the equation of the least-squares line. (Round your answers for x and y to two decimal places. Round your answers for least-squares estimates to three decimal places.) x= y= b= ŷ= USE SALT (b) Draw a scatter diagram for the data. Plot the least-squares line on your scatter diagram. y y 160 150 150 140 140 La La 130 130 120 120 160 110 Submit Answer O 160 y 150 140 130 120 110 O 10 10 15 20 15 25 20 30 25 110 30 O y 160 پیر پیر 150 140 130 10 120 110 15 O 10 20 15 25 20 25 30 What percentage of variation in y is explained by the least-squares model? (Round your answer to one decimal place.) % (c) Find the sample correlation coefficient r and the coefficient of determination. (Round your answers to three decimal places.) r= ,² = | 30 (d) If a female baby weighs 21 pounds at 1 year, what do you predict she will weigh at 30 years of age? (Round your answer to two decimal places.) lb
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