Assignment task:
1. Review Chapter 16 of the Warner (2021) textbook and the media program in this week's Learning Resources.
2. Create a research question using the National Health and Nutrition Examination Survey (NHANES) dataset that can be answered by multiple logistic regression. If necessary, you may need to search for the variable in the NHANES database found here:
3. Centers for Disease Control and Prevention. (2018). Search variables.
4. Remember to select the proper release cycle (2015-2016). Then, download the appropriate file and merge it with the available files from the resources.
5. Review the complex samples file available in the Learning Resources.
6. Consider a complex sample's multiple logistic regression model that answers your research question.
7. Estimate a complex sample's multiple logistic regression model that answers your research question. Identify your research question and explain the null hypothesis.
8. Interpret the Exp (B) coefficients for the model, specifying explicitly the odds ratio and how you decided on the reference category for your independent variables.
9. Run diagnostics for the regression model, explaining what was run. Does the model meet all of the assumptions? Be sure to comment on what assumptions were not met and the possible implications. Is there any possible remedy for the assumption violations?
10. Create and explain an interaction term from two variables, as this will be one of your explanatory, independent variables.
11. Explain how the model and results can positively impact social change. Need Assignment Help?
References: You should support your work with evidence from current scholarly resources under five years old. However, there may be times when it is appropriate to cite seminal papers that helped shape the field of public health. Properly cite/reference using APA 7th edition.