The sign test (Arbuthnott, 1710) and the Wilcoxon signed-rank test (Wilc...
We study multiple testing in the normal means problem with estimated
var...
Given M ≥ 2 distributions defined on a general measurable space, we
intr...
In this paper we study the computation of the nonparametric maximum
like...
Suppose that we have a regression problem with response variable Y in
ℝ^...
A completely randomized experiment allows us to estimate the causal effe...
Multivariate, heteroscedastic errors complicate statistical inference in...
Optimal transport maps between two probability distributions μ and ν
on ...
The Wilcoxon rank-sum test is one of the most popular distribution-free
...
In this paper we propose and study a class of simple, nonparametric, yet...
In the Gaussian sequence model Y=μ+ξ, we study the likelihood ratio
test...
In this paper we propose and study a class of simple, nonparametric, yet...
We consider the problem of inference for local parameters of a convex
re...
The least squares estimator (LSE) is shown to be suboptimal in squared e...
In this paper, we propose a general framework for distribution-free
nonp...
In this paper we study multivariate ranks and quantiles, defined using t...
We consider the problem of nonparametric regression when the covariate i...
In this paper we study a generalization of the two-groups model in the
p...
In this paper we study estimation of integrated functionals of a monoton...
We observe a stochastic process Y on [0,1]^d (d≥ 1) satisfying
dY(t)=n^1...
We consider the problem of nonparametric regression under shape constrai...
We consider estimation and inference in a single index regression model ...
In this paper we study the covering numbers of the space of convex and
u...