Question
As the data analyst of the behavioral risk factor surveillance department, you are interested in knowing which factors significantly predict the glucose level of residents.
As the data analyst of the behavioral risk factor surveillance department, you are interested in knowing which factors significantly predict the glucose level of residents. Complete the following using the "Diabetes Data Set". 1. Perform a multiple linear regression model using glucose as the dependent variable and the rest of the variables as independent variables. Which factors significantly affect glucose level at 5% significant level? Write out the predictive model. 2. Perform a Bayesian multiple linear regression model using glucose as the dependent variable and the rest of the variables as independent variables. Which factors significantly affect glucose level at 95% credible interval? 3. Write out the predictive model. Between the two models, which one should the department depend on in predicting the glucose level of residents. Support your rationale with specific example
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