5 citations · 5 across the 1 of their papers we have counts for
Showing math.STShow all
2 papers · 1 filter
math.ST2018
Semiparametric Bayesian causal inference
Kolyan Ray, Aad van der Vaart
We develop a semiparametric Bayesian approach for estimating the mean response in a missing data model with binary outcomes and a nonparametrically modelled propensity score. Equiv…
math.ST2018
Asymptotic nonequivalence of density estimation and Gaussian white noise for small densities
Kolyan Ray, Johannes Schmidt-Hieber
It is well-known that density estimation on the unit interval is asymptotically equivalent to a Gaussian white noise experiment, provided the densities are sufficiently smooth and…