cleverly.PositivityWarning#

exception cleverly.PositivityWarning[source]#

Estimated treatment (or missingness) probabilities are near 0 or 1.

Practical positivity violations inflate the influence curve and can make the influence-curve based confidence intervals anti-conservative. See cleverly.sensitivity.positivity for diagnostics.