Question
Oxygen Consumptionin Males with Sedentary Occupations Data File:Oxygen Consumption.JMP The variables in this data file are: Response Oxycon (Y)= oxygen consumption Predictors SBP= systolic blood
Oxygen Consumptionin Males with Sedentary Occupations
Data File:Oxygen Consumption.JMP
The variables in this data file are:
Response
Oxycon (Y)= oxygen consumption
Predictors
SBP= systolic blood pressure (mmHg)
Total HDL= total cholesterol (mg/DL)
HDL chol= HDL cholesterol (mg/DL)
Trigly= Triglycerides (mg/DL)
a)Examine scatter plots of Oxygen Consumption (Y) vs. each of the predictors.Which predictor has the strongest relationship with oxygen consumption? (4 pts.)
b)Fit the multiple regression model using all of the available predictors. (5 pts.)
Discuss/interpret each of the following:
R-square (R2)/coefficient of determination
"slope" parameters for each of the predictors
c)Which predictor has the strongest adjusted relationship with response?Explain how you determined this.(2 pts.)
d)Find a 95% CI for the Coefficient of SBP in the regression model.Interpret this
interval.(3 pts.)
e)Predict the oxygen consumption for individuals with the
following predictor values (2 pts.)
SBP = 130, Total Cholesterol = 199, HDL Cholesterol = 55, Triglyceride = 205
SBP = 147, Total Cholesterol = 251, HDL Cholesterol = 37, Triglyceride = 165
f) Check and discuss model assumptions.(3 pts.)
Step by Step Solution
There are 3 Steps involved in it
Step: 1
Get Instant Access with AI-Powered Solutions
See step-by-step solutions with expert insights and AI powered tools for academic success
Step: 2
Step: 3
Ace Your Homework with AI
Get the answers you need in no time with our AI-driven, step-by-step assistance
Get Started