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.