2 papers
stat.ME2026
Measurement Induced Confounding
George Perrett, Klint Kanopka
A critical assumption of observational studies is that all confounding variables must be known and sufficiently adjusted for to estimate causal effects. An implicit, and often over…
cs.CY2025
Algorithmic Tradeoffs, Applied NLP, and the State-of-the-Art Fallacy
AJ Alvero, Ruohong Dong, Klint Kanopka +1
Computational sociology is growing in popularity, yet the analytic tools employed differ widely in power, transparency, and interpretability. In computer science, methods gain popu…