OLS Regression of Diabetes Percentages By Other Covariables

Dublin Core

Title

OLS Regression of Diabetes Percentages By Other Covariables

Subject

This is a map of the residuals and other information pertaining to an OLS Regression between Diabetes and our explanatory variables, level of education, percent below poverty level, percent of population NH and percent of population over age 65.

Description

This map assigns each county a color based on whether the actual values were higher or lower compared to the predicted values of the OLS Regression. The red areas refer to areas where the observed values were larger than the predicted values and the blue areas are areas where the observed values were smaller than the predicted values.

The other information illustrates the basics behind and OLS Regression and the main takeaways from the OLS report generated.

Creator

Jacob Dilworth

Source

County Outlines: Downloaded from TIGER/Line Shapefiles at census.gov in November 2020.

Diabetes Data: Downloaded from the U.S. Surveillance System 2017.
Poverty Data: Downloaded from census.gov in November 2020.
Population Data: Downloaded from census.gov in November 2020.
Race Data: Downloaded from census.gov in November 2020.
Education Data: Downloaded from census.gov in November 2020.

Publisher

Website maintained by Chantel Sloan, Associate Professor in the Public Health Department at Brigham Young University

Date

Dates included in the map include 5 year estimates in 2018.

Contributor

Jacob Dilworth

Format

PDF

Language

English

Type

Map file generated using ArcGIS Pro.

Coverage

This is a map of the residuals in the Four Corner States by County level.

Files

diabetes map.pdf

Reference

Jacob Dilworth, OLS Regression of Diabetes Percentages By Other Covariables, Website maintained by Chantel Sloan, Associate Professor in the Public Health Department at Brigham Young University, Dates included in the map include 5 year estimates in 2018.