Reference

Gradescope

Lectures

Git stuff

Add, commit, and publish the folder to the github repo

  1. git add .
  2. git commit -m “comment”
  3. git push origin main

Set the location of the github repo

  1. git remote set-url origin url
  2. git remote -v
  3. git remote show origin

Here are some quarto commands:

  1. quarto publish gh-pages
  2. quarto publish gh-pages document.qmd
  3. quarto publish gh-pages - -no-prompt
  4. quarto render .qmd - -to pdf

Reading list

Cat Data Anal 3rd

Stat. Meth 3rd

Open Stats 4th ed

R4DS 1st

Extra Reading

Mathmatical Stats 8th

Practical Stats for DS

Module 1

  • Categorical Data Analysis, Sections 1.1, 1.2
  • Statistical Methods, Section 12.1
  • OpenIntro Statistics, Section 6.1
  • R for Data Science, Look over Chapters 1, 2, and 3

Module 2

  • Categorical Data Analysis, Sections 1.2, 1.3.
  • Statistical Methods, Section 12.2-12.4.
  • OpenIntro Statistics, Section 6.2-6.4
  • R for Data Science (Lab references Chapter 22)

Module 3

  • Categorical Data Analysis, Sections 4.1, 4.2 (through 4.2.5); 5.1-5.3 (through 5.3.6). Please note: content not in lectures.
  • Statistical Methods, Sections 13.1-13.2.
  • OpenIntro Statistics, Section 8.4. and Section 9.5

Module 4

  • Categorical Data Analysis, Sections 4.7, 6.2

Module 5

  • Categorical Data Analysis, Sections 4.3, 9.1 (through 9.1.3; some of the notation here may be difficult, but it is equivalent to using indicator functions to denote different categories).

Module 6

  • An Application of Claim Frequency Data using Zero Inflated and Hurdle Models in General Insurance

Module 7

  • Categorical Data Analysis, Chapter 13, through Section 13.1.4; Section 13.3. Please note: models are given in matrix notation.

Module 8

  • Categorical Data Analysis, Chapter 6, 6.3.1, 6.3.3 and 6.3.4
  • OpenIntro Statistics, Section 8.4

Website

This is from the github repo creation page

Push an existing repository from the command line:

  1. git remote add origin url
  2. git branch -M main
  3. git push -u origin main

Setting up the website:

  1. Create a new git repository
  2. Create a quarto project website
  3. Render the project
  4. Add _site & .quarto to the .gitignore file
  5. git remote add origin
  6. git branch -M main
  7. git add .
  8. git commit
  9. git push
  10. refresh github.com/name
  11. view all branches -> New -> “gh-pages”
  12. settings -> pages -> deploy from gh-pages
  13. quarto publish gh-pages

It should work ever after by just typing quarto publish gh-pages. There may be a need to get a personal access token at the start. I did that my first go around so I’m not sure. Sometimes the site doesn’t render immediately. You have to wait for it to finish in the actions tab of github.