Category Research

Why data is never raw

“Except in divine revelation, data is never simply given, nor should it be accepted on faith,” writes Nick Barrowman in The New Atlantis. “How data are construed, recorded, and collected is the result of human decisions – decisions about what…

[Paper] The Intuitive Appeal of Explainable Machines

The Intuitive Appeal of Explainable Machines by Andrew D. Selbst (Data & Society Research Institute; Yale Information Society Project) and Solon Barocas (Cornell University) February 19, 2018, 59 pages Abstract As algorithmic decision-making has become synonymous with inexplicable decision-making, we…

Five ways to fix statistics

As debate rumbles on about how and how much poor statistics is to blame for poor reproducibility, Nature asked influential statisticians – Jeff Leek, Blakeley B. McShane, Andrew Gelman, David Colquhoun, Michèle B. Nuijten & Steven N. Goodman – to…