Question
https://1drv.ms/x/s!ApAjhIcc8n1EgVUs2k_pAxqWFzly?e=Kmwjke For each variable in the data set, identify what type of variable it is: Variable Type of Variable (Categorical or Quantitative) Sex Categorical Systolic
https://1drv.ms/x/s!ApAjhIcc8n1EgVUs2k_pAxqWFzly?e=Kmwjke
- For each variable in the data set, identify what type of variable it is:
Variable | Type of Variable (Categorical or Quantitative) |
---|---|
Sex | Categorical |
Systolic Blood Pressure (sbp) | Quantitative |
Diastolic Blood Pressure (dbp) | Quantitative |
Age | Quantitative |
Body Mass Index (bmi) | Quantitative |
Coronary Heart Disease (chdfate) | Categorical |
2. For the categorical variables, fill in the following table (you may need to add more rows):
Variable | Categories | Percent, (n) |
---|---|---|
Sex | Male = 1 | 2049 |
Sex | Female = 2 | 2650 |
CHD | Otherwise = 0 | 3226 |
CHD | Patient developed CHD at follow-up = 1 | 1473 |
3. For the quantitative variables, fill in the following table (you may need to add more rows):
Variable | Mean +/- sd |
---|---|
sbp | 132.7 +/- 22.8 |
dbp | 82.5 +/- 12.7 |
age | 46.0 +/- 8.5 |
bmi | 25.6 +/- 4.0 |
4. How would you determine if values are outliers for a particular variable?
- Does the variable for body mass index have any outliers?
- How might these outliers affect the mean for body mass index?
5. For each of the categorical variables, find mean and standard deviation of body mass index and enter values in the table below (you may need to add more rows):
Variable | Categories | n | Mean +/- sd |
---|---|---|---|
Sex | Male = 1 | 2047 | 25.9 +/- 3.3 |
Sex | Female = 2 | 2643 | 25.3 +/- 4.5 |
CHD | Otherwise = 0 | 3218 | 25.1 +/- 4.0 |
CHD | Patient developed CHD at follow-up = 1 | 1472 | 26.5 +/- 4.1 |
Based on the table above, does it appear that any of the variables are related to body mass index (check to see if the means are different between categories for a particular variable)?
6. What methods could you use to see if a quantitative variable is related to body mass index? Use one of those methods to determine which (if any) of the quantitative variables is related to body mass index. Which of the quantitative variables is related to body mass index? Justify your answer. Can someone please help me with the 4th, 5th and 6th answer?
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