An Introduction to R August 2015 Reference papers for your enjoyment Altman N, Krzywinski M. Points of significance: Sources of variation. Nat Methods 2015 12(1):5-6. Colquhoun D. An investigation of the false discovery rate and the misinterpretation of pvalues. R Soc Open Sci. 2014 Nov 19;1(3):140216. doi: 10.1098/rsos.140216. Cumming G, Fidler F, Vaux DL. Error bars in experimental biology. J Cell Biol. 2007 9;177(1):7-11. Gelman A. P values and statistical practice. Epidemiology 2013 24(1):69-72. doi: 10.1097/EDE.0b013e31827886f7 Krzywinski M, Altman N. Points of significance: error bars. Nat Methods 2013 10(10):921-2. doi: 10.1038/nmeth.2659 Krzywinski M, Altman N. Points of significance: Importance of being uncertain. Nature Methods 10(9):809-10 2013 doi: 10.1038/nmeth.2613 Krzywinski M, Altman N. Visualizing samples with box plots. Nat Methods 2014 11(2):11920. Leek JT, Peng RD. Opinion: Reproducible research can still be wrong: adopting a prevention approach. Proc Natl Acad Sci U S A. 2015 112(6):1645-6. doi: 10.1073/pnas.1421412111 Leek JT, Peng RD. Statistics: P values are just the tip of the iceberg. Nature 2015 520(7549):612. doi: 10.1038/520612a Miller JB, Sanjurjo A. Surprised by the Gambler's and Hot Hand Fallacies? A Truth in the Law of Small Numbers. IGIER Working Paper 2015. doi: http://dx.doi.org/10.2139/ssrn.2627354 Nuzzo R. Scientific method: statistical errors. Nature. 2014 506(7487):150-2. doi: 10.1038/506150a Peng RD. The reproducibility crisis in science A statistical counterattack. Significance 2015 12(3):30-32. doi: 10.1111/j.1740-9713.2015.00827.x Tukey JW. The future of data analysis. Ann. Math. Statist. 1962 33(1):1-67. Weissgerber TL, Milic NM, Winham SJ, Garovic VD. Beyond bar and line graphs: time for a new data presentation paradigm. PLoS Biol. 2015 13(4):e1002128. doi: 10.1371/journal.pbio.1002128.