Jeff Walker is a Professor of Biological Sciences at the University of Southern Maine with a background in geometric morphometrics, biomechanical modeling of swimming and flying animals, and modeling performance trade-offs in functional systems. More recent work is devoted to developing tools for best statistical practices in biology.
PhD in Anatomical Sciences, 1995
Stony Brook University
BA in Geological Sciences, 1988
University of Pennsylvania
Some ecology. Some physiology. Much fake data.
What is an R doodle? An R doodle is a short script to check intuition or understanding. Almost always, this involves generating fake data.
Where can I find R doodles? Here. Some of these will be expanded into longer, interactive quasi-publications. Some of these might be fleshed out into manuscripts for archiving at PeerJ preprints or bioR$\chi$iv. Others will be expanded into Shiny apps. Some I might even submit for publication in a journal.
exploring statistical methods in ecology and physiology with wee bits of R
Walker, J.A. (2017). On Model Averaging Partial Regression Coefficients. BioRxiv 133785. bioRxiv
Walker, J.A. (2016). Monte Carlo simulation of OLS and linear mixed model inference of phenotypic effects on gene expression. PeerJ 4, e2575. PeerJ
Walker, J.A., and Caddigan, S.P. (2015). Performance trade-offs and individual quality in decathletes. Journal of Experimental Biology 218, 3647–3657. JEB
Walker, J.A. (2014). The effect of unmeasured confounders on the ability to estimate a true performance or selection gradient (and other partial regression coefficients). Evolution 68, 2128–2136. Evolution
Walker, J.A., Alfaro, M.E., Noble, M.M., and Fulton, C.J. (2013). Body fineness ratio as a predictor of maximum prolonged-swimming speed in coral reef fishes. PLoS ONE 8, e75422. Evolution
Lots more to come
An elementary explanation of confounding (a very working explanation) HTML
Getting started with R HTML
External Links for