Question
Birth Length (in) of Newborn Infants Height of Mother (in) Height of Father (in) Birth Weight of Nearest Sibling (lb) 1 22.0 61 70 6.5
Birth Length (in) of Newborn Infants | Height of Mother (in) | Height of Father (in) | Birth Weight of Nearest Sibling (lb) | |
---|---|---|---|---|
1 | 22.0 | 61 | 70 | 6.5 |
2 | 23.5 | 64 | 72 | 6.1 |
3 | 24.0 | 64 | 74 | 7.3 |
4 | 20.4 | 61 | 60 | 7.4 |
5 | 18.7 | 59 | 60 | 5.9 |
6 | 22.1 | 64 | 62 | 6.7 |
7 | 23.0 | 62 | 73 | 6.8 |
8 | 24.3 | 64 | 76 | 7.2 |
9 | 21.3 | 62 | 71 | 7.1 |
10 | 22.1 | 65 | 72 | 6.1 |
11 | 20.3 | 63 | 71 | 6 |
12 | 24.2 | 64 | 76 | 7.4 |
13 | 21.9 | 65 | 72 | 6.2 |
14 | 23.4 | 62 | 78 | 6.7 |
15 | 26.1 | 64 | 77 | 7.1 |
16 | 22.5 | 63 | 72 | 6.8 |
17 | 21.4 | 63 | 71 | 6.2 |
18 | 22.6 | 63 | 69 | 6.7 |
19 | 21.9 | 63 | 68 | 6.2 |
20 | 19.6 | 60 | 61 | 5.9 |
21 | 19.6 | 61 | 64 | 5.8 |
22 | 22.5 | 64 | 66 | 6.2 |
23 | 24.1 | 66 | 73 | 6.6 |
24 | 24.1 | 66 | 72 | 7.1 |
25 | 22.8 | 63 | 68 | 7.1 |
Scenario: As a researcher studying how inherited traits influence newborn babies. You have gathered genetic data on newborns’, parents and sibling as shown in the table above.
Scenario 1: Perform a simple linear regression analysis to predict a newborn’s birth length (in inches) using the father’s height as a predictor variable. Conduct your analysis using a 95% level of confidence.
Question 1: Does the regression model confirm a correlation between the dependent variable and the independent variable? How do you know?
Question 2: Is the statistical significance of the model as a whole acceptable for a 95% level of confidence? How do you know?
Question 3: Is the statistical significance of the linear relationship between the dependent and independent variable acceptable for a 95% level of confidence? How do you know?
Question 4: What is the regression equation for the model?
Question 5: What is the predicted birth length of a newborn whose father is 75.3 inches tall?
Step by Step Solution
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There are 3 Steps involved in it
Step: 1
Scenario 1 U se MegaStat to perform regression analysis as follows Regression Analysis 0618 r ...Get Instant Access to Expert-Tailored Solutions
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Step: 2
Step: 3
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