STAT303-2-class-notes/_quarto - Copy.yml at main · NUstat/STAT303-2-class-notes · GitHub

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project:
  type: book


book:
  title: "Data Science II with python (Class notes)"
  subtitle: "STAT 303-2"
  author: "Arvind Krishna"
  date: "1/3/2023"

  sidebar:
    search: true
    logo: "NU_Stat_logo.png"
    logo-href: "https://statistics.northwestern.edu/"

  chapters:
    - index.qmd
    - part: "Linear regression"
      chapters:
        - Lec1_SimpleLinearRegression.ipynb
        - Lec2_MultipleLinearRegression.ipynb
        - Lec3_VariableTransformations_and_Interactions.ipynb
        - Lec4_ModelAssumptions.ipynb
        - Lec5_Potential_issues.ipynb
        - Lec6_Autocorrelation.ipynb
    - part: "Logistic regression"
      chapters:
        - Lec7_logistic_regression.ipynb
    - part: "Variable selection & Regularization"
      chapters:
        - Lec8_ModelSelection_BestSubset_FwdBwd_stepwise.ipynb
        - Lec9_RidgeRegression_Lasso.ipynb
  appendices:
    - Assignment 1.ipynb
    - Assignment B.ipynb
    - Assignment C.ipynb
    - Assignment D.ipynb
    - Assignment E.ipynb
    - Assignment E_updated.ipynb
    - Practice_Final_Answer_Key.ipynb
    - Datasets.ipynb
    - references.qmd

bibliography: references.bib

format:
  html:
    theme: cosmo
  pdf:
    documentclass: scrreprt