46: Statistical literacy (with Andy Field) - a podcast by Dan Quintana

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 statisticsAndy explains why he thinks the biggest problem in science is statistical illiteracy
Researcher degrees of freedom and p-hackingThe story behind the the first version of ‘Discovering statistics’
How to improve your statistical literacyDoes peer review improve the statistics of papers
Researchers will draw different conclusions on the same datasetThe American Statistical Association’s statement on p-values
How has the teaching of statistics for psychology degrees changed over the yearsAndy fact checks his own Wikipedia page
Andy’s thoughts on Bayesian statistics and how he applied it in a recent paperThe peer review of new statistical methods
Andy’s future textbook plansThe 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 bandsLinks
Andy’s books: https://uk.sagepub.com/en-gb/eur/author/andy-field-0The ‘PENIS of statistics’ lecture from Andy: https://www.youtube.com/watch?v=oe3_DeLC2JE
Daniel Lakens’ Coursera course: https://www.coursera.org/learn/statistical-inferencesThe 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/9781482253443Music credits: Lee Rosevere freemusicarchive.org/music/Lee_Rosevere/ Special Guest: Andy Field.

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