Potential improvements/checklist for v2/2nd edition

To be done for online edition of v2.1 or later

[ ] Convert to Quarto
[ ] Name all chunks
[ ] Add recap/key concepts to each chapter AND/OR define as learning goals at the outset of each chapter
[ ] In Ch7 Conclusion, consider adding a section on random sampling vs assignment?
[ ] Add exercises at the end of each chapter online (or in the Appendices) and link to these sections
[ ] Add diagrams for sampling and bootstrapping
[ ] Update Learning Check solutions throughout the entire book
[ ] Better split out the items in the YAML of index.Rmd into _output.yml for bs4_book and pdf_book when not applicable to both
[ ] Add back in the image of the Second Edition of the book front cover to its webpage when finalized
[x] Link to 2nd edition in moderndive.com. 1st edition stays at moderndive.com

General

[ ] Create release on GitHub for v2.0.0 when published in print
[x] Update cover-image logo path in index.Rmd
[x] Finalize 2e front cover
[x] Replace links to moderndive.com to be whatever is chosen for the 2e/v2 equivalent
[x] Check that regression-plane-ISLR2.html works for V2
[x] @avaldivi6: Check Learning Checks throughout the book for validity
[x] Create v2/2e deployment branch for Netlify with gitbook build from v2 branch
[x] Fix index so that all R package references appear under "R packages" (Only Ch9 remains)
[x] Replace references to specific Appendix with generic online Appendices
[x] Ensure all #### headers are unnumbered
[x] Replace "data set" with "dataset" throughout
[x] Add Arturo's bio and photo to Preface
[x] Update installation of moderndive to not come from GitHub
[x] Add Arturo's dedication to latex/before_body.tex.
[x] ~Think about moving regression chapters all to the end~ Keeping where they are to ensure some exploratory regression is done before inferential.
[x] Currently in v1 CLT is a subsection of Section 7.5. For v2, consider moving it to its own section to make CLT more prominent. Can do this by rebasing #326 to eventual v2 branch that will get created.
[x] Refactor Section 7.3 to break down reading into more bite-sized pieces. Rebase #324
[x] Per Katie’s suggestion, add discussion on R^2 and R^2-adjusted in Subsection 6.3.1 on Model selection. In particular somewhere after "visual model selection" we do. Can use moderndive::get_regression_summaries() wrapper to broom::augment() to get at these values easily. Can reuse fc4621d. Also per Will’s suggestion, add visualizations illustrating the breakdown of variances that go into R^2.
[x] Extend {infer} to more advanced use cases using fit() function
[x] Use base-pipe |> instead of %>%
[x] Address the warning message explicitly for group_by() in text and fix index.Rmd to remove options(dplyr.summarise.inform = FALSE)
[x] Add relocate() to end of Chapter 3
[x] Update preface with updates to 2nd edition
[x] Add almonds data to moderndive package
[x] Ask Kelly for an updated foreword
[x] Change font size of PDF to one point smaller
[x] Search for ? in PDF and online for any broken references
[x] @avaldivi6: Add references to Chapter 8 articles
[x] Update moderndive on CRAN
[x] Move Appendix E discussion to Preface and move package versions there as well (or move to conclusion of Chapter 11)

nycflights23

[x] Use the anyflights package to create an nycflights23 package to replace nycflights13 data.
[x] Update the early_january_weather and alaska_flights data frames in moderndive package to use '23 data
[x] Explain that nycflights23 is an updated version of nycflights13 using the anyflights package

@avaldivi6

[x] Erase Bowl from sections
[x] Footnote for almonds
[x] Make sure activity can be replicated by instructors (e.g. went to chemistry department to borrow scales). Be clear this refers to instructors (e.g, "If you are an instructor...")

moderndive / ModernDive_book

Potential improvements/checklist for v2/2nd edition #366