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A Robust New Metric Of Phenotypic Distance To Estimate And Compare Multiple Trait Differences Among Populations, Rebecca Safran, Samuel Flaxman, Michael Kopp, Darren E. Irwin, Derek Briggs, Matthew R. Evans, W. Chris Funk, David A. Gray, Eileen A. Hebets, Nathalie Seddon, Elizabeth Scordato, Laurel B. Symes, Joseph A. Tobias, David P.L. Toews, J. Albert C. Uy
A Robust New Metric Of Phenotypic Distance To Estimate And Compare Multiple Trait Differences Among Populations, Rebecca Safran, Samuel Flaxman, Michael Kopp, Darren E. Irwin, Derek Briggs, Matthew R. Evans, W. Chris Funk, David A. Gray, Eileen A. Hebets, Nathalie Seddon, Elizabeth Scordato, Laurel B. Symes, Joseph A. Tobias, David P.L. Toews, J. Albert C. Uy
Eileen Hebets Publications
Whereas a rich literature exists for estimating population genetic divergence, metrics of phenotypic trait divergence are lacking, particularly for comparing multiple traits among three or more populations. Here, we review and analyze via simulation Hedges’ g, a widely used parametric estimate of effect size. Our analyses indicate that g is sensitive to a combination of unequal trait variances and unequal sample sizes among populations and to changes in the scale of measurement. We then go on to derive and explain a new, non-parametric distance measure, “Δp”, which is calculated based upon a joint cumulative distribution function (CDF) from all …