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I offer one-on-one tutoring/consultation services for many topics related statistics/machine learning. You can also email me statsguidetree@gmail.com
For rcode and dataset: https://gist.github.com/musa5237
Video presentation about P-Hacking and P-Values.
References:
Fanelli, D. (2018). Opinion: Is science really facing a reproducibility crisis, and do we need it to?. Proceedings of the National Academy of Sciences, 115(11), 2628-2631.
Goodman, S. (2008, July). A dirty dozen: twelve p-value misconceptions. In Seminars in hematology (Vol. 45, No. 3, pp. 135-140). WB Saunders.
Head ML, Holman L, Lanfear R, Kahn AT, Jennions MD (2015) The extent and consequences of P-hacking in science. PLoS Biol 13:e1002106.
Jager LR, Leek JT (2014) An estimate of the science-wise false discovery rate and application to the top medical literature. Biostatistics 15:1–12.
Motulsky, H. J. (2015). Common misconceptions about data analysis and statistics. Pharmacology research & perspectives, 3(1), e00093.
Windish DM, Huot SJ, Green ML: Medicine residents’ understanding of the biostatistics and results in the medical literature. JAMA 298:1010- 1022, 2007
John Oliver Video posted by Shonda Kuiper: https://www.youtube.com/watch?v=FLNeWgs2n_Q
Picture of hacker source: https://vpnoverview.com/internet-safety/cybercrime/what-is-hacking/