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A look at college student data and the interaction between sleep, missed classes, GPA, depression, anxiety, stress, and happiness. Bayesian Network writeup, R code, Excel sheets, and findings.

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sjanefullerton/Bayesian-Networks

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Bayesian-Networks

A look at college student data and the interaction between sleep, missed classes, GPA, depression, anxiety, stress, and happiness.

  • writeup.docx includes detailed explanation of process of BBN and findings/conclusions.
  • InfoandGraph.Rmd includes R code to run to create directed graph for BBN.
  • Values.xlsx and ProbabilityTableValues.Rmd both include values used for BBN conditional probabilities.
  • readingcsv.R includes R code that will create csv file of study data if needed outside of Rmd file.
  • study_data.csv includes dataset that was used for BBN that can be loaded in if needed.

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A look at college student data and the interaction between sleep, missed classes, GPA, depression, anxiety, stress, and happiness. Bayesian Network writeup, R code, Excel sheets, and findings.

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