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CHR-2022 data was used to analyze factors impacting mental health in five Great Lakes states.

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Factors-Impacting-Mental-Health-in-the-Great-Lakes-Region

First data science project completed for Statistical Methods I. County Health Rankings 2022 (CHR-2022) data was used to analyze factors impacting mental health in five Great Lakes states.

Skills Demonstrated:

  • Cleaning/ handling data and describing study design used to collect data
  • Descriptive and exploratory summaries of data across groups for each outcome
  • Developing appropriate research questions, identifying smart measures for predictors and outcomes, developing a prediction model using linear regression
  • Visualizing and modeling relationship between quantitative outcome and quantitative predictor
  • Visualizing and modeling relationship between quantitative outcome and categorical predictor
  • Visualizing and modeling relationships between quantitative outcome and quantitative predictor, adjusting for geographic location
  • Regression-based comparisons of mean differences for quantitative outcome across two or more groups
  • Regression-based predictions of a quantitative outcome using a quantitative predictor

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CHR-2022 data was used to analyze factors impacting mental health in five Great Lakes states.

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