Q2. The Update to the Task Force Report on Blood Pressure Control in Children reported the observed average SBP in single years of age from age 1 to 17 based on prior studies. The data for boys of average SBP at each age are given in HW 5 data.sav on Blackboard. Suppose we seek a more efficient way to display the data and choose linear regression to accomplish this task. 1) Fit a regression line using age as independent variable and SBP as dependent variable. (The appropriate output is required here if you used software) 2) Interpret the regression equation. 3) Provide and interpret a 90% confidence interval for the parameters of the regression line.

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Q2. The Update to the Task Force Report on Blood Pressure Control in Children reported the observed
average SBP in single years of age from age 1 to 17 based on prior studies. The data for boys of average
SBP at each age are given in HW 5 data.sav on Blackboard. Suppose we seek a more efficient way to
display the data and choose linear regression to accomplish this task.
1) Fit a regression line using age as independent variable and SBP as dependent variable. (The
appropriate output is required here if you used software)
2) Interpret the regression equation.
3) Provide and interpret a 90% confidence interval for the parameters of the regression line.
4) Perform ANOVA test for the population slope. Use α = 0.05, and both rejection region and p-
value to make a decision.
5) What the predicted (estimated) blood pressure on average is for a 10-year-old boy as estimated
from the regression line?
6) Interpret R2.
7) Check the conditions for your regression analysis using the appropriate plots.

 

The image presents a table with two columns labeled "Age" and "SBP" (Systolic Blood Pressure).

### Table Data:

- **Age**: Represents the age in years.
- **SBP**: Represents the systolic blood pressure in mmHg.

Here is the data from the table:

| Age | SBP |
|-----|-----|
| 1   | 99  |
| 2   | 102 |
| 3   | 105 |
| 4   | 107 |
| 5   | 108 |
| 6   | 110 |
| 7   | 111 |
| 8   | 112 |
| 9   | 114 |
| 10  | 115 |
| 11  | 117 |
| 12  | 120 |
| 13  | 122 |
| 14  | 125 |
| 15  | 127 |
| 16  | 130 |
| 17  | 132 |

### Explanation:

The table shows an incremental pattern in systolic blood pressure as age increases from 1 to 17 years. This could represent a typical developmental change in blood pressure over the years observed in a study or dataset.
Transcribed Image Text:The image presents a table with two columns labeled "Age" and "SBP" (Systolic Blood Pressure). ### Table Data: - **Age**: Represents the age in years. - **SBP**: Represents the systolic blood pressure in mmHg. Here is the data from the table: | Age | SBP | |-----|-----| | 1 | 99 | | 2 | 102 | | 3 | 105 | | 4 | 107 | | 5 | 108 | | 6 | 110 | | 7 | 111 | | 8 | 112 | | 9 | 114 | | 10 | 115 | | 11 | 117 | | 12 | 120 | | 13 | 122 | | 14 | 125 | | 15 | 127 | | 16 | 130 | | 17 | 132 | ### Explanation: The table shows an incremental pattern in systolic blood pressure as age increases from 1 to 17 years. This could represent a typical developmental change in blood pressure over the years observed in a study or dataset.
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