References

Akaike, Hirotugu. 1974. “A New Look at the Statistical Model Identification.” IEEE Transactions on Automatic Control 19: 716–23.
Allaire, JJ. 2014. Manipulate: Interactive Plots for RStudio. https://CRAN.R-project.org/package=manipulate.
Arnold, Jeffrey B. 2021. Ggthemes: Extra Themes, Scales and Geoms for Ggplot2. https://github.com/jrnold/ggthemes.
Azzalini, Adelchi, and Adrian W. Bowman. 1990. “A Look at Some Data on the Old Faithful Geyser.” Applied Statistics 39: 357–65.
Bartoń, Kamil. 2022. MuMIn: Multi-Model Inference. https://CRAN.R-project.org/package=MuMIn.
Benson, Roger B. J., and Philip D. Mannion. 2012. “Multi-Variate Models Are Essential for Understanding Vertebrate Diversification in Deep Time.” Biology Letters 8: 127–30. https://doi.org/10.1098/rsbl.2011.0460.
Bland, J Martin, and Douglas G Altman. 1995. “Multiple Significance Tests: The Bonferroni Method.” BMJ 310 (6973): 170. https://doi.org/10.1136/bmj.310.6973.170.
Burnham, Kenneth P., and David R. Anderson. 2002. Model Selection and Multimodel Inference. NY: Springer.
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.
Clevenger, Anthony P, and Nigel Waltho. 2005. “Performance Indices to Identify Attributes of Highway Crossing Structures Facilitating Movement of Large Mammals.” Biological Conservation 121 (3): 453–64.
Crampton, E. 1947. “The Growth of the Odontoblast of the Incisor Teeth as a Criterion of Vitamin c Intake of the Guinea Pig.” The Journal of Nutrition 33 (5): 491–504. http://jn.nutrition.org/content/33/5/491.full.pdf.
Csárdi, Gábor, Jim Hester, Hadley Wickham, Winston Chang, Martin Morgan, and Dan Tenenbaum. 2021. Remotes: R Package Installation from Remote Repositories, Including GitHub. https://CRAN.R-project.org/package=remotes.
Dayton, C. Mitchell. 1998. Latent Class Scaling Analysis. Thousand Oaks, CA: SAGE Publications.
De Veaux, Richard D., Paul F. Velleman, and David E. Bock. 2011. Stats: Data and Models, 3rd Edition. Pearson.
Dieser, Markus, Mark C. Greenwood, and Christine M. Foreman. 2010. “Carotenoid Pigmentation in Antarctic Heterotrophic Bacteria as a Strategy to Withstand Environmental Stresses.” Arctic, Antarctic, and Alpine Research 42(4): 396–405. https://doi.org/10.1657/1938-4246-42.4.396.
Doolittle, Alan E., and Catherine Welch. 1989. “Gender Differences in Performance on a College-Level Acheivement Test.” ACT Research Report, 89–90.
F. L. Ramsey, Original by, D. W. Schafer; modifications by Daniel W. Schafer, Jeannie Sifneos, Berwin A. Turlach; vignettes contributed by Nicholas Horton, Linda Loi, Kate Aloisio, Ruobing Zhang, and with corrections by Randall Pruim. 2019. Sleuth3: Data Sets from Ramsey and Schafer’s "Statistical Sleuth (3rd Ed)". http://r-forge.r-project.org/projects/sleuth2/.
Faraway, Julian. 2016. Faraway: Functions and Datasets for Books by Julian Faraway. http://people.bath.ac.uk/jjf23/.
Fox, John. 2003. “Effect Displays in R for Generalised Linear Models.” Journal of Statistical Software 8 (15): 1–27. http://www.jstatsoft.org/v08/i15/.
Fox, John, and Michael Friendly. 2021. Heplots: Visualizing Hypothesis Tests in Multivariate Linear Models. http://friendly.github.io/heplots/.
Fox, John, and Sanford Weisberg. 2011. An R-Companion to Applied Regression, Second Edition. Thousand Oaks, CA: SAGE Publications. http://socserv.socsci.mcmaster.ca/jfox/Books/Companion.
Fox, John, Sanford Weisberg, and Brad Price. 2022a. Car: Companion to Applied Regression. https://CRAN.R-project.org/package=car.
———. 2022b. carData: Companion to Applied Regression Data Sets. https://CRAN.R-project.org/package=carData.
Fox, John, Sanford Weisberg, Brad Price, Michael Friendly, and Jangman Hong. 2022. Effects: Effect Displays for Linear, Generalized Linear, and Other Models. https://CRAN.R-project.org/package=effects.
Gandrud, Christopher. 2015. Reproducible Research with R and R Studio, Second Edition. Chapman Hall, CRC.
Garnier, Simon. 2021. Viridis: Colorblind-Friendly Color Maps for r. https://CRAN.R-project.org/package=viridis.
Greenwood, Mark C., Joel Harper, and Johnnie Moore. 2011. “An Application of Statistics in Climate Change: Detection of Nonlinear Changes in a Streamflow Timing Measure in the Columbia and Missouri Headwaters.” In Handbook of the Philosophy of Science, Vol. 7: Statistics, edited by P. S. Bandyopadhyay and M. Forster, 1117–42. Elsevier.
Greenwood, Mark C., and N. F. Humphrey. 2002. “Glaciated Valley Profiles: An Application of Nonlinear Regression.” Computing Science and Statistics 34: 452–60.
Greenwood, Mark, Stacey Hancock, and Nicole Carnegie. 2022. Catstats: Statistics for Montana State University Bobcats.
Gude, Patricia H., J. Anthony Cookson, Mark C. Greenwood, and Mark Haggerty. 2009. “Homes in Wildfire-Prone Areas: An Empirical Analysis of Wildfire Suppression Costs and Climate Change.” www.headwaterseconomics.org.
Gundale, Michael J., Lisbet H. Bach, and Annika Nordin. 2013. “The Impact of Simulated Chronic Nitrogen Deposition on the Biomass and N2-Fixation Activity of Two Boreal Feather Moss–Cyanobacteria Associations.” Biology Letters 9 (6). https://doi.org/10.1098/rsbl.2013.0797.
Hothorn, Torsten, Frank Bretz, and Peter Westfall. 2008. “Simultaneous Inference in General Parametric Models.” Biometrical Journal 50 (3): 346–63.
———. 2022. Multcomp: Simultaneous Inference in General Parametric Models. https://CRAN.R-project.org/package=multcomp.
Hurlbert, Stuart H. 1984. “Pseudoreplication and the Design of Ecological Field Experiments.” Ecological Monographs 54 (2): 187–211. http://www.jstor.org/stable/1942661.
Jones, Owen, Robert Maillardet, Andrew Robinson, Olga Borovkova, and Steven Carnie. 2018. spuRs: Functions and Datasets for "Introduction to Scientific Programming and Simulation Using r". https://CRAN.R-project.org/package=spuRs.
Kampstra, Peter. 2008. “Beanplot: A Boxplot Alternative for Visual Comparison of Distributions.” Journal of Statistical Software, Code Snippets 28 (1): 1–9. http://www.jstatsoft.org/v28/c01/.
Lea, Stephen E. G., Paul Webley, and Catherine M. Walker. 1995. “Psychological Factors in Consumer Debt: Money Management, Economic Socialization, and Credit Use.” Journal of Economic Psychology 16 (4): 681–701.
Liao, Xiyue, and Mary C. Meyer. 2014. “Coneproj: An R Package for the Primal or Dual Cone Projections with Routines for Constrained Regression.” Journal of Statistical Software 61 (12): 1–22. http://www.jstatsoft.org/v61/i12/.
Likert, Rensis. 1932. “A Technique for the Measurement of Attitudes.” Archives of Psychology 140: 1–55.
Linzer, Drew, and Jeffrey Lewis. 2011. “poLCA: An R Package for Polytomous Variable Latent Class Analysis.” Journal of Statistical Software 42 (10): 1–29.
Linzer, Drew, and Jeffrey Lewis. 2022. poLCA: Polytomous Variable Latent Class Analysis. https://github.com/dlinzer/poLCA.
Lumley, Thomas. 2021. Survey: Analysis of Complex Survey Samples. http://r-survey.r-forge.r-project.org/survey/.
Merkle, Ed, and Michael Smithson. 2018. Smdata: Data to Accompany Smithson & Merkle, 2013. https://CRAN.R-project.org/package=smdata.
Meyer, David, Achim Zeileis, and Kurt Hornik. 2022. Vcd: Visualizing Categorical Data. https://CRAN.R-project.org/package=vcd.
Meyer, Mary C., and Xiyue Liao. 2021. Coneproj: Primal or Dual Cone Projections with Routines for Constrained Regression. https://CRAN.R-project.org/package=coneproj.
Moore, Johnnie N., Joel T. Harper, and Mark C. Greenwood. 2007. “Significance of Trends Toward Earlier Snowmelt Runoff, Columbia and Missouri Basin Headwaters, Western United States.” Geophysical Research Letters 34 (16). https://doi.org/10.1029/2007GL031022.
Neuwirth, Erich. 2022. RColorBrewer: ColorBrewer Palettes. https://CRAN.R-project.org/package=RColorBrewer.
Phillips, Nathaniel. 2017. Yarrr: A Companion to the e-Book "YaRrr!: The Pirate’s Guide to r". www.thepiratesguidetor.com.
Piepho, Hans-Peter. 2004. “An Algorithm for a Letter-Based Representation of All-Pairwise Comparisons.” Journal of Computational and Graphical Statistics 13 (2): 456–66.
Pinheiro, José, Douglas Bates, and R Core Team. 2022. Nlme: Linear and Nonlinear Mixed Effects Models. https://svn.r-project.org/R-packages/trunk/nlme/.
Pruim, Randall, Daniel T. Kaplan, and Nicholas J. Horton. 2021a. Mosaic: Project MOSAIC Statistics and Mathematics Teaching Utilities. https://CRAN.R-project.org/package=mosaic.
Pruim, Randall, Daniel Kaplan, and Nicholas Horton. 2021b. mosaicData: Project MOSAIC Data Sets. https://github.com/ProjectMOSAIC/mosaicData.
Puhan, Milo A, Alex Suarez, Christian Lo Cascio, Alfred Zahn, Markus Heitz, and Otto Braendli. 2006. “Didgeridoo Playing as Alternative Treatment for Obstructive Sleep Apnoea Syndrome: Randomised Controlled Trial.” BMJ 332 (7536): 266–70. https://doi.org/10.1136/bmj.38705.470590.55.
R Core Team. 2022. R: A Language and Environment for Statistical Computing. Vienna, Austria: R Foundation for Statistical Computing. https://www.R-project.org/.
Ramsey, Fred, and Daniel Schafer. 2012. The Statistical Sleuth: A Course in Methods of Data Analysis. Cengage Learning. https://books.google.com/books?id=eSlLjA9TwkUC.
Ripley, Brian. 2022. MASS: Support Functions and Datasets for Venables and Ripley’s MASS. http://www.stats.ox.ac.uk/pub/MASS4/.
Robinson, Rebekah, and Homer White. 2020. Tigerstats: R Functions for Elementary Statistics. https://CRAN.R-project.org/package=tigerstats.
RStudio Team. 2022. RStudio: Integrated Development Environment for R. Boston, MA: RStudio, PBC. http://www.rstudio.com/.
Santibáñez, Pamela A., Olivia J. Maselli, Mark C. Greenwood, Mackenzie M. Grieman, Eric S. Saltzman, Joseph R. McConnell, and John C. Priscu. 2018. “Prokaryotes in the WAIS Divide Ice Core Reflect Source and Transport Changes Between Last Glacial Maximum and the Early Holocene.” Global Change Biology 24 (5): 2182–97. https://doi.org/10.1111/gcb.14042.
Sasaki, Takao, and Stephen C. Pratt. 2013. “Ants Learn to Rely on More Informative Attributes During Decision-Making.” Biology Letters 9 (6). https://doi.org/10.1098/rsbl.2013.0667.
Schloerke, Barret, Di Cook, Joseph Larmarange, Francois Briatte, Moritz Marbach, Edwin Thoen, Amos Elberg, and Jason Crowley. 2021. GGally: Extension to Ggplot2. https://CRAN.R-project.org/package=GGally.
Schneck, Andreas. 2017. “Examining Publication Bias—a Simulation-Based Evaluation of Statistical Tests on Publication Bias.” PeerJ 5 (November): e4115. https://doi.org/10.7717/peerj.4115.
Smith, Michael L. 2014. “Honey Bee Sting Pain Index by Body Location.” PeerJ 2 (April): e338. https://doi.org/10.7717/peerj.338.
Tennekes, Martijn, and Edwin de Jonge. 2019. Tabplot: Tableplot, a Visualization of Large Datasets. https://github.com/mtennekes/tabplot http:// www.jds-online.com/file_download/379/JDS-1108.pdf.
Vsevolozhskaya, Olga A., Dmitri V. Zaykin, Mark C. Greenwood, Changshuai Wei, and Qing Lu. 2014. “Functional Analysis of Variance for Association Studies.” PLOS ONE 9 (9): 13. http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0105074.
Walker, Ian, Ian Garrard, and Felicity Jowitt. 2014. “The Influence of a Bicycle Commuter’s Appearance on Drivers’ Overtaking Proximities: An on-Road Test of Bicyclist Stereotypes, High-Visibility Clothing and Safety Aids in the United Kingdom.” Accident Analysis & Prevention 64: 69–77. https://doi.org/https://doi.org/10.1016/j.aap.2013.11.007.
Wasserstein, Ronald L., and Nicole A. Lazar. 2016. “The ASA Statement on p-Values: Context, Process, and Purpose.” The American Statistician 70 (2): 129–33. https://doi.org/10.1080/00031305.2016.1154108.
Wei, Taiyun, and Viliam Simko. 2021. Corrplot: Visualization of a Correlation Matrix. https://github.com/taiyun/corrplot.
Weisberg, Sanford. 2014. Applied Linear Regression, Fourth Edition. Hoboken, NJ: Wiley.
———. 2018. Alr4: Data to Accompany Applied Linear Regression 4th Edition. http://www.z.umn.edu/alr4ed.
Westfall, Peter H., and S. Stanley Young. 1993. Resampling-Based Multiple Testing: Examples and Methods for p-Value Adjustment. New York: Wiley.
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.
Wickham, Hadley, Jim Hester, and Jennifer Bryan. 2022. Readr: Read Rectangular Text Data. https://CRAN.R-project.org/package=readr.
Wood, Simon. 2022. Mgcv: Mixed GAM Computation Vehicle with Automatic Smoothness Estimation. https://CRAN.R-project.org/package=mgcv.