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Environmental Statistics: Summer term 2023

Literature

Diez, David M, Mine Çetinkaya-Rundel, and Christopher D Barr. 2019. OpenIntro Statistics. Fourth.
Efron, B. 1979. “Bootstrap Methods: Another Look at the Jackknife.” The Annals of Statistics 7 (1): 1–26. https://doi.org/10.1214/aos/1176344552.
Fahrmeir, L., T. Kneib, and S. Lang. 2009. Regression. Springer. http://link.springer.com/book/10.1007/978-3-642-01837-4.
Hesterberg, Tim C. 2015. “What Teachers Should Know About the Bootstrap: Resampling in the Undergraduate Statistics Curriculum.” The American Statistician 69 (4): 371–86. https://doi.org/10.1080/00031305.2015.1089789.
Ihaka, Ross, and Robert Gentleman. 1996. “R: A Language for Data Analysis and Graphics.” Journal of Computational and Graphical Statistics 5 (3): 299–314. https://doi.org/10.1080/10618600.1996.10474713.
Ismay, Chester, and Albert Y. Kim. 2021. ModernDive: Statistical Inference via Data Science. https://moderndive.com/.
Knuth, D. E. 1984. “Literate Programming.” The Computer Journal 27 (2): 97–111. https://doi.org/10.1093/comjnl/27.2.97.
Rosen, Benson, and Thomas H. Jerdee. 1974. “Influence of Sex Role Stereotypes on Personnel Decisions.” Journal of Applied Psychology 59 (1): 9–14. https://doi.org/10.1037/h0035834.
Sikkink, P. G., A. F. Zuur, E. N. Ieno, and G. M. Smith. 2007. “Monitoring for Change: Using Generalised Least Squares, Non-Metric Multidimensional Scaling, and the Mantel Test on Western Montana Grasslands.” In Analysing Ecological Data, edited by Alain F. Zuur, Elena N. Ieno, and Graham M. Smith, 463–84. Statistics for Biology and Health. New York, NY: Springer. https://doi.org/10.1007/978-0-387-45972-1_26.
Wasserstein, Ronald L., Allen L. Schirm, and Nicole A. Lazar. 2019. “Moving to a World Beyond ‘p \(<\) 0.05’.” The American Statistician 73 (sup1): 1–19. https://doi.org/10.1080/00031305.2019.1583913.
Wickham, Hadley. 2020. Ggplot2: Elegant Graphics for Data Analysis. 3rd, in progress.
Wickham, Hadley, and Garrett Grolemund. 2021. R for Data Science. https://r4ds.had.co.nz/.
Zuur, A. F., E. Ieno, and E. Meesters. 2009. A Beginner’s Guide to R. Springer.