John Stanton-Geddes, Cintia Gomes de Freitas, Cristian de Sales Dambros. 2014. In defense of P values: comment on the statistical methods actually used by ecologists. Ecology 95:637–642. http://dx.doi.org/10.1890/13-1156.1
Supplement
R script, results, and example data set provided to early-career ecologists for a survey of statistical methods used in a standard analysis.
Ecological Archives E095-054-S1.
Authors
File list (downloads)
Description
John Stanton-Geddes
Department of Biology
University of Vermont
120 Marsh Life Science Building
109 Carrigan Drive
E-mail: johnsg@uvm.edu
Cintia Gomes de Freitas
Department of Plant Biology
University of Vermont
111 Jeffords Hall
63 Carrigan Drive
E-mail: cintuca@gmail.com
Cristian de Sales Dambros
Department of Biology
University of Vermont
120 Marsh Life Science Building
109 Carrigan Drive
File list
acorn_analysis.Rmd (MD5: 8e0fe41f782f827ba9ae1fd0554a492a)
pairs-JSG.R (MD5: 6d965dbd767200c3acb5ea113d3768b1)
stats_data.csv (MD5: a715516b78895a535385fa3e36d674db)
selected_variables.csv (MD5: 05470bba822f24231a2dc3bd473b1ad8)
Description
This supplement includes an R (R Core Team 2013) markdown script (acorn_analysis.Rmd) and required functions (pairs-JSG.R) that provides an analysis of the example data set provided to survey participants. The data set provided to survey participants (stats_data.csv) is a subset of data file from the paper "Walter D. Koenig and Johannes M. H. Knops. 2013. Large-scale spatial synchrony and cross-synchrony in acorn production by two California oaks. Ecology 94:83–93.http://dx.doi.org/10.1890/12-0940.1" downloaded from Ecological Archives. Seven of the original 13 environmental variables were selected based on a preliminary analysis of the full data set to reduce complexity of model fitting for participants. Columns were renamed for convenience of analysis in R. We in no way intend this as a criticism or an endorsement of the analysis performed by Koenig and Knops. We quite liked their paper, and simply selected this data set as it was freely available from Ecological Archives and fit our requirements of an observational study with a single response and many predictors. The file (selected_variables.csv) is a summary of the results from survey participants, listing each of the variables included in their final models.
Literature cited
R Core Team. 2013. R: A language and environment for statistical computing. R Foundation for Statistical Computing, Vienna, Austria. http://www.R-project.org/.
Koenig, Walter D., and Johannes M. H. Knops. 2013a. Large-scale spatial synchrony and cross-synchrony in acorn production by two California oaks. Ecology 94:83–93.
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