Attenuation bias from confidence thresholding in pseudo-labelled regression equals a closed-form function of residual score variance V* after partialling out controls X, yielding a (V*, κ) safety rule computable before inference.
Lewbel, Estimation of average treatment effects with misclassifica- tion, Econometrica 75 (2) (2007) 537–551
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ME 1years
2026 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
When to Trust Confidence Thresholding: Calibration Diagnostics for Pseudo-Labelled Regression
Attenuation bias from confidence thresholding in pseudo-labelled regression equals a closed-form function of residual score variance V* after partialling out controls X, yielding a (V*, κ) safety rule computable before inference.