STAT303-2-class-notes/_quarto_6Jan2025.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: "Code"
      chapters:
        - Lec1_SimpleLinearRegression.ipynb
        - Lec2_MultipleLinearRegression.ipynb
        - Lec3_VariableTransformations_and_Interactions.ipynb
        - Lec7_logistic_regression.ipynb
        - Lec9_RidgeRegression_Lasso.ipynb
        - Crossvalidation.ipynb
        - Lec5_Potential_issues.ipynb
    - part: "Assignments"
      chapters:
        - Assignment 1 (Section 20).ipynb
        - Assignment 1 (Sections 21 & 22).ipynb
        - Assignment 2.ipynb
        - Homework_Assignment_3_Section20.ipynb
        - Assignment 3 (Section 21 & 22).ipynb
        - Assignment_4.ipynb
        - Assignment5_Section20.ipynb

  appendices:
    - Prediction problem code sol.ipynb
    - Datasets.ipynb

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