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diabetes-pay-pls-sem's Introduction

PLS-SEM Model of Self-Pay Influencing Diabetic Treatment and Outcomes

with Eli Garcia, Ben Hoffner-Brodsky, and Em McGlone

Submission in the Citadel Datathon. Code temporarily dumped without explanation, paper available.

Data notes

  • Files are in ./data/
    • data <- diabetic_data_initial.csv
    • discharge_ids <- discharge.csv
    • admission_type_ids <- admission_type.csv
    • admission_source_ids <- admission_type.csv
  • cmbd_charlson_score is an aggregate risk score
  • the other cmbd_. variables are logicals representing comorbidity risk
  • encounter_id is currently a string
  • the numeric labeled factors (admission source, discharge, etc.) have new additional description columns

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