2 papers
math.ST2026
On inferential equivalence classes of causal models
Charlotte Edgar, Heather Battey
Causal models in the same Markov equivalence class are, in the absence of strong assumptions, statistically indistinguishable at any sample size. For modest sample sizes there is a…
stat.OT2026
Treatment effect: a critique
Heather Battey, Charlotte Edgar
Two broad positions within statistics define a treatment effect, on the one hand, as a parameter of a statistical model, and on the other, as an appropriate population-level differ…