46: Statistical literacy (with Andy Field)

In this episode, Dan and James are joined by Andy Field (University of Sussex), author of the “Discovering Statistics” textbook series, to chat about statistical literacy. Highlights: The story behind Andy’s new book SPSS and Bayesian statistics Andy explains why he thinks the biggest problem in science is statistical illiteracy Researcher degrees of freedom and p-hacking The story behind the the first version of ‘Discovering statistics’ How to improve your statistical literacy Does peer review improve the statistics of papers Researchers will draw different conclusions on the same dataset The American Statistical Association’s statement on p-values How has the teaching of statistics for psychology degrees changed over the years Andy fact checks his own Wikipedia page Andy’s thoughts on Bayesian statistics and how he applied it in a recent paper The peer review of new statistical methods Andy’s future textbook plans The rudeness of mailing lists/discussion forums What is something academia or stats-related that Andy believes that others think is crazy? The one book that Andy recommends that everyone should read We learn the crossover in James and Andy’s taste in metal bands Links Andy’s books: https://uk.sagepub.com/en-gb/eur/author/andy-field-0 The ‘PENIS of statistics’ lecture from Andy: https://www.youtube.com/watch?v=oe3_DeLC2JE Daniel Lakens’ Coursera course: https://www.coursera.org/learn/statistical-inferences The American Statistical Association’s statement on p-values: http://amstat.tandfonline.com/doi/abs/10.1080/00031305.2016.1154108 The refereeing decision paper: https://osf.io/gvm2z/ R stan: https://cran.r-project.org/web/packages/rstan/index.html Statistical rethinking book: https://www.crcpress.com/Statistical-Rethinking-A-Bayesian-Course-with-Examples-in-R-and-Stan/McElreath/p/book/9781482253443 Music credits: Lee Rosevere freemusicarchive.org/music/Lee_Rosevere/Special Guest: Andy Field.