ModernDive

References

Bray, Andrew, Chester Ismay, Evgeni Chasnovski, Simon Couch, Ben Baumer, and Mine Cetinkaya-Rundel. 2024. Infer: Tidy Statistical Inference. https://github.com/tidymodels/infer.
Chihara, Laura M., and Tim C. Hesterberg. 2011. Mathematical Statistics with Resampling and r. First. Hoboken, NJ: John Wiley & Sons. https://github.com/lchihara/MathStatsResamplingR/tree/main.
Diez, David M, Christopher D Barr, and Mine Çetinkaya-Rundel. 2014. Introductory Statistics with Randomization and Simulation. First. Scotts Valley, CA: CreateSpace Independent Publishing Platform. https://www.openintro.org/stat/textbook.php?stat_book=isrs.
Firke, Sam. 2023. Janitor: Simple Tools for Examining and Cleaning Dirty Data. https://github.com/sfirke/janitor.
Grolemund, Garrett, and Hadley Wickham. 2017. R for Data Science. First. Sebastopol, CA: O’Reilly Media. https://r4ds.had.co.nz/.
Ismay, Chester, and Patrick C. Kennedy. 2016. Getting Used to r, RStudio, and r Markdown. https://rbasics.netlify.app.
James, Gareth, Daniela Witten, Trevor Hastie, and Robert Tibshirani. 2017. An Introduction to Statistical Learning: With Applications in r. First. New York, NY: Springer.
Kim, Albert Y., and Chester Ismay. 2024. Moderndive: Tidyverse-Friendly Introductory Linear Regression. https://moderndive.github.io/moderndive/.
Kim, Albert Y., Chester Ismay, and Jennifer Chunn. 2021. Fivethirtyeight: Data and Code Behind the Stories and Interactives at FiveThirtyEight. https://github.com/rudeboybert/fivethirtyeight.
Robbins, Naomi. 2013. Creating More Effective Graphs. First. New York, NY: Chart House.
Robinson, David, Alex Hayes, and Simon Couch. 2024. Broom: Convert Statistical Objects into Tidy Tibbles. https://broom.tidymodels.org/.
Waring, Elin, Michael Quinn, Amelia McNamara, Eduardo Arino de la Rubia, Hao Zhu, and Shannon Ellis. 2022. Skimr: Compact and Flexible Summaries of Data. https://docs.ropensci.org/skimr/.
Wickham, Hadley. 2014. “Tidy Data.” Journal of Statistical Software Volume 59 (Issue 10). https://www.jstatsoft.org/index.php/jss/article/view/v059i10/v59i10.pdf.
———. 2021. Nycflights13: Flights That Departed NYC in 2013. https://github.com/hadley/nycflights13.
———. 2023. Tidyverse: Easily Install and Load the Tidyverse. https://tidyverse.tidyverse.org.
Wickham, Hadley, Winston Chang, Lionel Henry, Thomas Lin Pedersen, Kohske Takahashi, Claus Wilke, Kara Woo, Hiroaki Yutani, Dewey Dunnington, and Teun van den Brand. 2024. Ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics. https://ggplot2.tidyverse.org.
Wickham, Hadley, Romain François, Lionel Henry, Kirill Müller, and Davis Vaughan. 2023. Dplyr: A Grammar of Data Manipulation. https://dplyr.tidyverse.org.
Wickham, Hadley, Jim Hester, and Jennifer Bryan. 2024. Readr: Read Rectangular Text Data. https://readr.tidyverse.org.
Wickham, Hadley, Davis Vaughan, and Maximilian Girlich. 2024. Tidyr: Tidy Messy Data. https://tidyr.tidyverse.org.
Wilkinson, Leland. 2005. The Grammar of Graphics (Statistics and Computing). First. Secaucus, NJ: Springer-Verlag.
Xie, Yihui. 2024. Bookdown: Authoring Books and Technical Documents with r Markdown. https://github.com/rstudio/bookdown.