A web visualization that demonstrates the diffferences in power and Type 1 error rates between Welch’s and 2-sample t-tests is here.
We used R to analyze all examples in chapter 12. We’ve put the code here so that you can too.
Download a .zip file with all the data for chapter 12 in .csv format here.
Download a .zip file with all data sets in the book here.
All data sets and their sources are listed individually below.
Disclaimer: Most data sets used in the book are grabbed from graphs and tables in the original publications, and the values may not be exact. Contact the original authors for the raw data.
Example 12.2. Blackbird testosterone
Hasselquist, D., J. A. Marsh, P. W. Sherman, and J. C. Wingfield. 1999. Behavioral Ecology and Sociobiology 45: 167–175.
Young, A. J., et al. 2006. Proceedings of the National Academy of Sciences (USA) 103: 12005–12010.
Example 12.4. Brook trout vs. salmon
Levin, P. S., S. Achord, B. E. Fiest, and R. W. Zabel. 2002. Proceedings of the Royal Society of London, Series B, Biological Sciences 269: 1663–1670.
Kopczuk, W., and J. Slemrod. 2003. The Review of Economics and Statistics 85: 256-265.
Haeslery, M. P., and O. Seehausen. 2005. Proceedings of the Royal Society of London, Series B, Biological Sciences 272: 237-245.
Source is unknown.
Fuller, A., et al. 2003. The Journal of Experimental Biology 206: 1171-1181.
Wikelski, M., and C. Thom. 2000. Nature 403: 37-38.
Lefävre, T. 2010. PLoS ONE 5:e9546.
Lefävre, T. 2010. PLoS ONE 5:e9546.
David, P., T. Bjorksten, K. Fowler, and A. Pomiankowski. 2000. Nature 406: 186-188.
Fernandes, C. C., J. Podos, and J. G. Lundberg. 2004. Science 305: 1960-1962.
Williams, T. M., L. A. Fuiman, M. Horning, and R. W. Davis. 2004. The Journal of Experimental Biology 207: 973-982.
Mathevon, N., et al. 2010. BMC Ecology 10:9.
Rutte, C., and M. Taborsky. 2007.PLoS Biology 7: 1421-1425.
Attwood, A. S., N. E. Scott-Samuel, G. Stothart, and M. R. Munafò. 2012. PLoS ONE 7:e43007.
Fryer, J. D., et al. 2011. Science 334: 690-693.
Briefer, E. F., M. Padilla de la Torre, and A. G. McElligott. 2012. Proceedings of the Royal Society B doi:10.1098/rspb.2012.0986.
Laurance, W. F., et al. 2014. Ecology 95: 1604-1611.
Puhan, M. A., et al. 2006. British Medical Journal 2006: 332:266.
Leung, J. M., et al. 2018. PLoS Biology 16: e2004108.