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Probability and Statistics for Scientists and Engineers

References

Allaire, JJ, Yihui Xie, Jonathan McPherson, Javier Luraschi, Kevin Ushey, Aron Atkins, Hadley Wickham, Joe Cheng, Winston Chang, and Richard Iannone. 2022. Rmarkdown: Dynamic Documents for r. https://CRAN.R-project.org/package=rmarkdown.
Bray, Andrew, Chester Ismay, Evgeni Chasnovski, Simon Couch, Ben Baumer, and Mine Cetinkaya-Rundel. 2022. Infer: Tidy Statistical Inference. https://CRAN.R-project.org/package=infer.
Çetinkaya-Rundel, Mine, David Diez, Andrew Bray, Albert Y. Kim, Ben Baumer, Chester Ismay, Nick Paterno, and Christopher Barr. 2022. Openintro: Data Sets and Supplemental Functions from OpenIntro Textbooks and Labs. https://CRAN.R-project.org/package=openintro.
Diez, David, Christopher Barr, and Mine Çetinkaya-Rundel. 2014. Introductory Statistics with Randomization and Simulation. 1st ed. Openintro. https://www.openintro.org/book/isrs/.
James, Gareth, Daniela Witten, Trevor Hastie, and Rob Tibshirani. 2021. ISLR: Data for an Introduction to Statistical Learning with Applications in r. https://www.statlearning.com.
Kaplan, Daniel T., Randall Pruim, and Nicholas J. Horton. 2022. mosaicCalc: R-Language Based Calculus Operations for Teaching. https://github.com/ProjectMOSAIC/mosaicCalc.
Kerns, Jay. 2010. Introductory to Probability and Statistics with r. 1st ed. http://ipsur.r-forge.r-project.org/book/download/IPSUR.pdf.
Meyer, David, Achim Zeileis, and Kurt Hornik. 2022. Vcd: Visualizing Categorical Data. https://CRAN.R-project.org/package=vcd.
Pruim, Randall J. 2011. Foundations and Applications of Statistics: An Introduction Using r. Vol. 13. American Mathematical Soc.
Pruim, Randall, Daniel T. Kaplan, and Nicholas J. Horton. 2021. Mosaic: Project MOSAIC Statistics and Mathematics Teaching Utilities. https://CRAN.R-project.org/package=mosaic.
Ripley, Brian. 2022. MASS: Support Functions and Datasets for Venables and Ripley’s MASS. http://www.stats.ox.ac.uk/pub/MASS4/.
Robinson, David, Alex Hayes, and Simon Couch. 2022. Broom: Convert Statistical Objects into Tidy Tibbles. https://CRAN.R-project.org/package=broom.
Wickham, Hadley. 2022. Tidyverse: Easily Install and Load the Tidyverse. https://CRAN.R-project.org/package=tidyverse.
Wickham, Hadley, Winston Chang, Lionel Henry, Thomas Lin Pedersen, Kohske Takahashi, Claus Wilke, Kara Woo, Hiroaki Yutani, and Dewey Dunnington. 2022. Ggplot2: Create Elegant Data Visualisations Using the Grammar of Graphics. https://CRAN.R-project.org/package=ggplot2.
Xie, Yihui. 2022a. Bookdown: Authoring Books and Technical Documents with r Markdown. https://CRAN.R-project.org/package=bookdown.
———. 2022b. Knitr: A General-Purpose Package for Dynamic Report Generation in r. https://yihui.org/knitr/.
Xie, Yihui, Joe Cheng, and Xianying Tan. 2022. DT: A Wrapper of the JavaScript Library DataTables. https://github.com/rstudio/DT.
Zhu, Hao. 2021. kableExtra: Construct Complex Table with Kable and Pipe Syntax. https://CRAN.R-project.org/package=kableExtra.