An implementation and analysis of logistic regression
- Learn and understand logistic regression
- Provide a literature review of existing scientific results of this association studies
- Learn R coding for data cleansing and logistic regression
- Implement logistic regression in R with the daibetes dataset to determine if pre-existing conditions (i.e. blood pressure, age, etc.) are associated with diabetes
- Compare implementation to logistic regression functions of popular R and Python libraries
- Complete a report detailing analysis and findings
- Give a 20-30 minute presentation to the class at the end of the semester