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Statistical Modeling STA5167 Group Project

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Statistical Modeling STA5167 Group Project

Date

May 02, 2022

Categories

Data science & statistics, academic projects

Project Link

View Project

GitHub Link

N/A

Project Details

For our project, our group chose to look at data from Arizona, Idaho, New Mexico, Maine and Utah. We were interested in comparing the western states to Maine to see if the location and our selected variable played a role in the Alzheimer’s death rate. I chose to focus on air pollution levels in these different states to see how it affected the Alzheimer’s death rate and how air pollution levels were related to other variables in the data set.

This project was completed under the direction of Dr. Raid Amin, with data and inspiration from his research project (https://link.springer.com/article/10.14283/jpad.2018.36).

Project Highlights

✅ Course completed with an ‘A’

✅ Academic Group Project - Part of UWF M.S. Data Science (https://uwf.edu/programs/hmcse/data-science-ms/)

✅ Completed in SAS®

✅ Data import, transformation, normality testing, ANOVA, HoV testing, chi square testing, correlation, simple/multiple linear regression