User Studies

Conducting an experiment

  • Degrees of Freedom in Planning, Running, Analyzing, and Reporting Psychological Studies: A Checklist to Avoid p-Hacking [paper]

Communicating statistics

  • Bad stats: Not what it seems [web]

Bayesian Statistics

Computational Cognitive Sciences

  • Computational cognitive sciences (Frank Keller): [slides]
  • Cognitive Modeling (Frank Keller): [slides]
  • Cognitive Modeling for Cognitive Engineering (Wayne Gray): [paper]
  • Cognitive Architecture and Cognitive Engineering in HCI (Peter Pirolli): [paper]

Intro to Deep Learning

François Fleuret‘s deep-learning courses (slides, recordings, and a virtual machine): [link]