How to Predict an Outcome (Simple Linear Regression)

Order Instructions

*Use JASP Statistical Software*

Using the Framingham study data set, perform and interpret statistical tests that answer the following research questions:

– Perform the appropriate statistical tests (based on the assumption test); Provide your rationale for test selection.

– At baseline, was there a significant association between diabetes (variable: diabetes1) and smoking status (variable: cursmoke1)?

– At baseline, how much variation in participant cholesterol levels (variable: totchol1) could be explained by the variation in an individual’s BMI (variable: bmi1)?

Interpret the results of your statistical tests (chi-square, correlation, and regression) for each research question

– Consider associated caveats and limitations.

Determine the practical, public health-related implications of your statistical tests (chi-square, correlation, and regression).

– What evidence do you have that validates your conclusions?

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