The Living Thing / Notebooks :

Ecological fallacies

“With great spreadsheets comes great responsibility.”

The danger of folk statistics. The problems of excluded variables.

Avoidance of Ecological fallacy in mean-field approximation. Simpson’s paradox.

Spurious correlation induced by sampling bias

See also graphical models, hierarchical models.