Bodhisattva Sen

34 catalog papers. Identity-linked publications and additional name matches are distinguished below.

ORCID: 0000-0002-4667-3150

Publications

Robustness and efficiency of Rosenbaum’s rank-based estimator in randomized trials: a design-based perspective — Biometrika 2026
Pitman efficiency lower bounds for multivariate distribution-free tests based on optimal transport — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2026 (name-matched, not ORCID-linked)
Multivariate, heteroscedastic empirical Bayes via nonparametric maximum likelihood — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2025
Empirical partially Bayes multiple testing and compound χ2 decisions — The Annals of Statistics 2025
A Kernel Measure of Dissimilarity betweenMDistributions — Journal of the American Statistical Association 2024
On Efficient and Scalable Computation of the Nonparametric Maximum Likelihood Estimator in Mixture Models — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
Convex regression in multidimensions: Suboptimality of least squares estimators — The Annals of Statistics 2024
Mathematical Foundations of Infinite-Dimensional Statistical Models — Journal of the American Statistical Association 2024
Permuted and Unlinked Monotone Regression in R^d: an approach based on mixture modeling and optimal transport — Journal of Machine Learning Research 2024 (name-matched, not ORCID-linked)
Semiparametric Efficiency in Convexity Constrained Single-Index Model — Journal of the American Statistical Association 2023
Inference for Local Parameters in Convexity Constrained Models — Journal of the American Statistical Association 2023
Multivariate Rank-Based Distribution-Free Nonparametric Testing Using Measure Transportation — Journal of the American Statistical Association 2023
Two-Component Mixture Model in the Presence of Covariates — Journal of the American Statistical Association 2022
Kernel Partial Correlation Coefficient --- a Measure of Conditional Dependence — Journal of Machine Learning Research 2022 (name-matched, not ORCID-linked)
High-dimensional asymptotics of likelihood ratio tests in the Gaussian sequence model under convex constraints — The Annals of Statistics 2022
Multivariate ranks and quantiles using optimal transport: Consistency, rates and nonparametric testing — The Annals of Statistics 2022
Multivariate extensions of isotonic regression and total variation denoising via entire monotonicity and Hardy–Krause variation — The Annals of Statistics 2021
Adaptive risk bounds in univariate total variation denoising and trend filtering — The Annals of Statistics 2020
On Degrees of Freedom of Projection Estimators With Applications to Multivariate Nonparametric Regression — Journal of the American Statistical Association 2020
Divide and conquer in nonstandard problems and the super-efficiency phenomenon — The Annals of Statistics 2019
A Computational Framework for Multivariate Convex Regression and Its Variants — Journal of the American Statistical Association 2019
Testing against a linear regression model using ideas from shape-restricted estimation — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2017
Estimation of a two-component mixture model with applications to multiple testing — Journal of the Royal Statistical Society: Series B (Statistical Methodology) 2016
On risk bounds in isotonic and other shape restricted regression problems — The Annals of Statistics 2015
Testing independence and goodness-of-fit in linear models — Biometrika 2014
On Fractile Transformation of Covariates in Regression — Journal of the American Statistical Association 2012
Nonparametric least squares estimation of a multivariate convex regression function — The Annals of Statistics 2011
Threshold estimation based on a p-value framework in dose-response and regression settings — Biometrika 2011
Change-point in stochastic design regression and the bootstrap — The Annals of Statistics 2011
Inconsistency of bootstrap: The Grenander estimator — The Annals of Statistics 2010
Fractals with point impact in functional linear regression — The Annals of Statistics 2010
Streaming motion in Leo I — The Annals of Applied Statistics 2009 (name-matched, not ORCID-linked)
A pseudolikelihood method for analyzing interval censored data — Biometrika 2007
Distribution-Free Signs and Ranks via Optimal Transport under Multivariate Symmetry and Application to One-Sample Location Testing — Journal of the American Statistical Association (name-matched, not ORCID-linked)