Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

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

  1. 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?

  1. Does the variable for body mass index have any outliers?
  2. 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?

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

Precalculus

Authors: Michael Sullivan

10th Global Edition

1292121772, 1292121777, 978-1292121772

More Books

Students also viewed these Mathematics questions