https://uwf.instructure.com/courses/41051/files/9598027/download

Variable Name	Description	Coding
RANDOM ID	Random, unique number for each participant
AGE	Age at exam, in years	32-70
GENDER	Participants' sex	1=male, 0=female
TOTAL CHOL	Total cholesterol, mg/dL	107-696
SBP	Systolic blood pressure, mmHg	83.5-295
DBP	Diastolic blood pressure, mmHg	48-142.5
BP MEDS	Anti-hypertensive medications	0=no, 1=yes
BMI	Body mass index, kg/meters2	15.54-56.8
SMOKING	Smoking StatusCardio	0=no, 1=yes
CIGS PER DAY	Number of cigarettes smoked per day	0-70
GLUCOSE	Serum glucose mg/dL	40-394
DIABETES	Diabetic	0=no, 1=yes
HEART RATE	Heart rate , beats/minute	44-143
DEATH	Death from any cause over 24 year follow-up	0=no, 1=yes
STROKE	Stroke over 24 year follow-up	0=no, 1=yes
CVD	Cardiovascular disease over 24 year follow-up	0=no, 1=yes
HYPERTENSION	Hypertension over 24 year follow-up	0=no, 1=yes

Research has shown that there is a positive or direct association between BMI and blood pressure levels. Individuals with lower BMI tend to have lower systolic blood pressure. Conduct a univariate analysis to test the hypothesis that BMI is related to SBP; where BMI is the independent variable (X) and SBP is the dependent variable (Y) Include the SPSS Model Summary table and answer the following questions:

What does the R value represent? Interpret the R value.

What does the R Square value represent? Interpret the R Square value.

What are your conclusions based on the Model Summary table?

What is the F-ratio? Interpret the value of the F-ratio.

InterpretthesignificancevaluefortheF-ratio.

What are your conclusions based on the Anova table?

What is the beta-coefficient for the intercept in this model?

What is the beta coefficient for BMI?

Interpret the beta coefficient for BMI in relation to SBP.

What is the regression equation?

Interpret the significance value for the beta coefficient for BMI.

Interpret the confidence interval for the beta coefficient for BMI