39 citations · 107 across the 31 of their papers we have counts for
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math.ST2015★ 1 cited
Optimal Adaptive Inference in Random Design Binary Regression
Rajarshi Mukherjee, Subhabrata Sen
We construct confidence sets for the regression function in nonparametric binary regression with an unknown design density. These confidence sets are adaptive in loss over a…
math.ST2015★ 2 cited
Lepski's Method and Adaptive Estimation of Nonlinear Integral Functionals of Density
Rajarshi Mukherjee, Eric Tchetgen Tchetgen, James Robins
We study the adaptive minimax estimation of non-linear integral functionals of a density and extend the results obtained for linear and quadratic functionals to general functionals…