References

Box, G. E. P. 1976. “Science and Statistics.” Journal Article. Journal of American Statistical Association 71: 791–99.

Cottingham, K. L., J. T. Lennon, and B. L. Brown. 2005. “Knowing When to Draw the Line: Designing More Informative Ecological Experiments.” Journal Article. Frontiers in Ecology and the Environment 3: 145–52.

Craycraft, Catherine. 1999. “A Review of Statistical Techniques in Measuring Efficiency.” Journal Article. Journal of Public Budgeting, Accounting and Financial Management 11 (1): 19–27.

Ellison, A. M. 2001. “Exploratory Data Analysis and Graphic Display.” Book Section. In Design and Analysis of Ecological Experiments., edited by S. M. Scheiner and J. Gurevitch, Second, 37–62. Oxford: Oxford University Press.

Facionie, P. 2017. “Critical Thinking: What It Is and Why It Counts.” Journal Article. Insight Assessment California Academic Press.

Filazzola, A., and C. J. Lortie. 2022. “A Call for Clean Code to Effectively Communicate Science.” Journal Article. Methods in Ecology and Evolution 3: 1–10.

Gunawardana, N. 2004. “Choosing the Correct Statistical Test Made Easy.” Journal Article. SMJ 7: 33–37.

Hector, A. 2017. The New Statistics with r. Book. Oxford: Oxford University Press.

———. 2021. The New Statistics with r. Book. Second. Oxford: Oxford University Press.

Kenett, Ron S., Shirley Coleman, and Dave Stewardson. 2003. “Statistical Efficiency: The Practical Perspective.” Journal Article. Quality and Reliability Engineering International 19 (4): 265–72. https://doi.org/https://doi.org/10.1002/qre.585.

Knuth, D. E. 1992. Literate Programming. Book. Illinois: University of Chicago Press.

Lai, Jiangshan, Christopher J. Lortie, Robert A. Muenchen, Jian Yang, and Keping Ma. 2019. “Evaluating the Popularity of r in Ecology.” Journal Article. Ecosphere 10 (1): e02567. https://doi.org/10.1002/ecs2.2567.

Leland, W. 2005. The Grammar of Graphics. Book. Second. Chicago: Springer.

Lortie, Christopher J. 2019. “Ten Simple Rules for Writing Statistical Book Reviews.” Journal Article. PLOS Computational Biology 15 (1): e1006562. https://doi.org/10.1371/journal.pcbi.1006562.

Lortie, Christopher J., and Malory Owen. 2020. “Ten Simple Rules to Facilitate Evidence Implementation in the Environmental Sciences.” Journal Article. FACETS 5 (1): 642–50. https://doi.org/10.1139/facets-2020-0021.

Lortie, Christopher J, and Roy Turkington. 2002. “The Effect of Initial Seed Density on the Structure of a Desert Annual Plant Community.” Journal Article. Journal of Ecology 90 (3): 435–45.

Mengersen, K., B. Schmid, M. D. Jennions, and J. Gurevitch. 2013. “Statistical Models and Approaches to Inference.” Book Section. In Handbook of Meta-Analysis in Ecology and Evolution, edited by J Koricheva, J. Gurevitch, and K. Mengersen, 89–107. Princeton; Oxford: Princeton University Press.

Neelen, M., and P. A. Kirschner. 2020. Evidence-Informed Learning Design: Creating Training to Improve Performance. Book. London: Kogan Page.

Norman, Peter. 2003. “Statistical Discrimination and Efficiency.” Journal Article. The Review of Economic Studies 70 (3): 615–27. https://doi.org/10.1111/1467-937X.00258.

Ruxton, G. D., and N. Colgrave. 2018. Experimental Design for the Life Sciences. Book. Fourth. Oxford, UK: Oxford University Press.

Stouffer, Daniel B. 2019. “All Ecological Models Are Wrong, but Some Are Useful.” Journal Article. Journal of Animal Ecology 88 (2): 192–95. https://doi.org/10.1111/1365-2656.12949.

Tufte, E. R. 2006. Beautiful Evidence. Book. Chesire, Connecticut: Graphics Press.

Wickham, H. 2010. “A Layered Grammar of Graphics.” Journal Article. Journal of Computational and Graphical Statistics 19: 3–28.

———. 2014. “Tidy Data.” Journal Article. Journal of Statistical Software 59: 1–23.

———. 2016. Ggplot2: Elegant Graphics for Data Analysis. Book. Second. New York: Springer.

Wilson, Greg, Jennifer Bryan, Karen Cranston, Justin Kitzes, Lex Nederbragt, and Tracy K. Teal. 2017. “Good Enough Practices in Scientific Computing.” Journal Article. PLOS Computational Biology 13 (6): e1005510. https://doi.org/10.1371/journal.pcbi.1005510.

Yu, Chong Ho. 1994. “Abduction? Deduction? Induction? Is There a Logic of Exploratory Data Analysis?” Journal Article. ERIC ED376173: 1–28.

Zuur, Alain F., Elena N. Ieno, Neil J. Walker, Anatoly A. Saveliev, and Graham M. Smith. 2009. “GLM and GAM for Count Data.” Book Section. In Mixed Effects Models and Extensions in Ecology with r, edited by Alain F. Zuur, Elena N. Ieno, Neil Walker, Anatoly A. Saveliev, and Graham M. Smith, 209–43. New York, NY: Springer New York. https://doi.org/10.1007/978-0-387-87458-6_9.