Using the 2015 2016 release cycle of NHANES dataset how would I proceed with the analysis of the dataset for the problem statement below using the SPSS software What risk factors are associated with developing diabetes among adults in the United States using the 2015 2016 NHANES dataset I need to Estimate a complex samples multiple logistic regression model that answers your research question Interpret the Exp (B) coefficients for the model, specifically explaining the odds ratio and how you decided on the reference category for your independent variables Run diagnostics for the regression model, explaining what was run Does the model meet all of the assumptions Be sure and comment on what assumptions were not met and the possible implications Is there any possible remedy for the assumption violations Create and explain an interaction term from two variables, as this will be one of your explanatory, independent variables Explain how the model and results can positively impact social change

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Using the 2015-2016 release cycle of NHANES dataset how would I proceed with the analysis of the dataset for the problem statement below using the

Using the 2015-2016 release cycle of NHANES dataset how would I proceed with the analysis of the dataset for the problem statement below using the SPSS software?

What risk factors are associated with developing diabetes among adults in the United States using the 2015-2016 NHANES dataset?

I need to:

Estimate a complex samples multiple logistic regression model that answers your research question
Interpret the Exp (B) coefficients for the model, specifically explaining the odds ratio and how you decided on the reference category for your independent variables.
Run diagnostics for the regression model, explaining what was run. Does the model meet all of the assumptions? Be sure and comment on what assumptions were not met and the possible implications. Is there any possible remedy for the assumption violations?
Create and explain an interaction term from two variables, as this will be one of your explanatory, independent variables.
Explain how the model and results can positively impact social change.