%0 Journal Article %D Submitted %T Cross-Cluster Weighted Forests %A Maya Ramachandran %A Rajarshi Mukherjee %A Parmigiani, Giovanni %G eng %U https://arxiv.org/abs/2105.07610 %0 Journal Article %D Submitted %T Double sampling and semiparametric methods for informatively missing data %A Alexander Levis %A Rajarshi Mukherjee %A Wang, Rui %A Sebastien Haneuse %G eng %U https://arxiv.org/abs/2204.02432 %0 Journal Article %D Submitted %T Efficient and Robust Semi-supervised Estimation of ATE with Partially Annotated Treatment and Response %A Jue Hou %A Rajarshi Mukherjee %A Cai, Tianxi %G eng %U https://arxiv.org/abs/2110.12336 %0 Journal Article %D Submitted %T On Ensembling vs Merging: Least Squares and Random Forests under Covariate Shift %A Maya Ramachandran %A Rajarshi Mukherjee %G eng %U https://arxiv.org/abs/2106.02589 %0 Journal Article %D Submitted %T Nonsense associations in Markov random fields with pairwise dependence %A Sohom Bhattacharya %A Rajarshi Mukherjee %A Elizabeth Ogburn %G eng %U https://arxiv.org/abs/2402.03249 %0 Journal Article %D Submitted %T Sharp Signal Detection Under Ferromagnetic Ising Models %A Sohom Bhattacharya %A Rajarshi Mukherjee %A Gourab Ray %G eng %U https://arxiv.org/abs/2110.02949 %0 Journal Article %D Submitted %T On Undersmoothing and Sample Splitting for Estimating a Doubly Robust Functional %A Sean McGrath %A Rajarshi Mukherjee %G eng %U https://arxiv.org/abs/2212.14857 %0 Journal Article %D Submitted %T Estimating weighted quantile treatment effects with missing outcome data by double sampling %A Shuo Sun %A Sebastien Haneuse %A Rajarshi Mukherjee %G eng %U https://arxiv.org/abs/2310.09239 %0 Journal Article %D Submitted %T On Minimax Exponents of Sparse Testing %A Rajarshi Mukherjee %A Subhabrata Sen %G eng %U https://arxiv.org/abs/2003.00570 %0 Journal Article %D Submitted %T A New Central Limit Theorem for the Augmented IPW Estimator: Variance Inflation, Cross-Fit Covariance, and Beyond %A Kuanhao Jiang %A Rajarshi Mukherjee %A Subhabrata Sen %A Pragya Sur %G eng %U https://arxiv.org/abs/2205.10198 %0 Journal Article %D Submitted %T PC Adjusted Testing for Low Dimensional Parameters %A Sohom Bhattacharya %A Dey, Rounak %A Rajarshi Mukherjee %G eng %U https://arxiv.org/abs/2209.10774 %0 Manuscript %D Submitted %T Semiparametric Efficient Empirical Higher Order Influence Function Estimators %A Liu, Lin %A Rajarshi Mukherjee %A Whitney Newey %A James Robins %G eng %U https://arxiv.org/abs/1705.07577 %0 Journal Article %D Submitted %T Sparse Uniformity Testing %A Bhaswar B. Bhattacharya %A Rajarshi Mukherjee %G eng %U https://arxiv.org/abs/2109.10481 %0 Journal Article %J Annals of Statistics (To Appear) %D 2024 %T Finding the Optimal Dynamic Treatment Regime Using Fisher Consistent Surrogate Loss %A Nilanjana Laha %A Aaron Sonabend %A Rajarshi Mukherjee %A Cai, Tianxi %B Annals of Statistics (To Appear) %G eng %U https://arxiv.org/abs/2111.02826 %0 Journal Article %J Journal of Econometrics %D 2023 %T Assumption-lean falsification tests of rate double-robustness of double-machine-learning estimators %A Liu, Lin %A Rajarshi Mukherjee %A James Robins %B Journal of Econometrics %G eng %U https://arxiv.org/abs/2306.10590 %0 Journal Article %J Neurosurgery %D 2023 %T Middle Meningeal Artery Embolization in Adjunction to Surgical Evacuation for Treatment of Subdural Hematomas: a Nationwide Comparison of Outcomes with Isolated Surgical Evacuation %A Mirhojjat Khorasanizadeh %A Seyed Farzad Maroufi %A Rajarshi Mukherjee %A Madhav Sankaranarayanan %A Justin M Moore %A Ogilvy, Christopher S %B Neurosurgery %G eng %U https://journals.lww.com/neurosurgery/abstract/9900/middle_meningeal_artery_embolization_in_adjunction.760.aspx %0 Journal Article %J Science of the Total Environment %D 2023 %T Wildfire exposure and academic performance in Brazil: a causal inference approach for spatiotemporal data %A Sean McGrath %A Rajarshi Mukherjee %A Weeberb J. Réquia %A Wan-Chen Lee %B Science of the Total Environment %G eng %U https://www.medrxiv.org/content/10.1101/2023.05.09.23289704v1 %0 Journal Article %J Annals of Applied Probability (To Appear) %D 2023 %T Detecting Structured Signals in Ising Models %A Nabarun Deb %A Rajarshi Mukherjee %A Sumit Mukherjee %A Ming Yuan %B Annals of Applied Probability (To Appear) %G eng %U https://arxiv.org/abs/2012.05784 %0 Journal Article %J Journal of Machine Learning Research %D 2023 %T Semi-Supervised Off Policy non-Markovian Reinforcement Learning %A Aaron Sonabend %A Nilanjana Laha %A Ashwin N. Ananthakrishnan %A Cai, Tianxi %A Rajarshi Mukherjee %B Journal of Machine Learning Research %G eng %U https://arxiv.org/abs/2012.04809 %0 Journal Article %J Bernoulli (To Appear) %D 2023 %T Sparse Signal Detection in Heteroscedastic Gaussian Sequence Models: Sharp Minimax Rates %A Julien Chhor %A Rajarshi Mukherjee %A Subhabrata Sen %B Bernoulli (To Appear) %G eng %U https://arxiv.org/abs/2211.08580 %0 Journal Article %J Information and Inference (To Appear) %D 2023 %T On Statistical Inference with High Dimensional Sparse CCA %A Nilanjana Laha %A Nathan Huey %A Brent Coull %A Rajarshi Mukherjee %B Information and Inference (To Appear) %G eng %U https://arxiv.org/abs/2109.11997 %0 Journal Article %J Frontiers in Genetics %D 2022 %T Probabilistic Edge Inference of Gene Networks with Bayesian Markov Random Field Modeling %A Yu-Jyun Huang %A Rajarshi Mukherjee %A Chuhsing Kate Hsiao %B Frontiers in Genetics %G eng %U https://www.biorxiv.org/content/10.1101/2022.07.30.501645v1 %0 Journal Article %J IEEE Transactions of Information Theory %D 2022 %T On Support Recovery With Sparse CCA: Information Theoretic and Computational Limits %A Nilanjana Laha %A Rajarshi Mukherjee %B IEEE Transactions of Information Theory %G eng %U https://arxiv.org/abs/2108.06463 %0 Journal Article %J NeurIPS %D 2022 %T Towards a Unified Framework for Uncertainty-aware Nonlinear Variable Selection with Theoretical Guarantees %A Wenying Deng %A Beau Cocker %A Rajarshi Mukherjee %A Jeremiah Zhe Liu %A Brent Coull %B NeurIPS %G eng %U https://arxiv.org/abs/2204.07293 %0 Journal Article %J Nature Communications %D 2021 %T Health impacts of wildfire-related air pollution in Brazil: A nationwide of more than 2 million hospital admissions between 2008 and 2018 %A Weeberb J. Requia %A Amini, Heresh %A Rajarshi Mukherjee %A Diane R. Gold %A Schwartz, Joel D. %B Nature Communications %G eng %0 Journal Article %J G3: Genes Genomes Genetics %D 2021 %T The misuse of distributional assumptions in functional class scoring gene-set and pathway analysis %A Chi-Hsuan Ho %A Yu-Jyun Huang %A Ying-Ju Lai %A Rajarshi Mukherjee %A Chuhsing Kate Hsiao %B G3: Genes Genomes Genetics %G eng %0 Manuscript %D 2021 %T On Adaptive Estimation of Nonparametric Functionals %A Liu, Lin %A Rajarshi Mukherjee %A Robins, James M. %A Tchetgen, Eric Tchetgen %G eng %U https://arxiv.org/pdf/1608.01364.pdf %0 Conference Paper %B International Conference on Learning Representations %D 2021 %T On the Existence of Universal Lottery Tickets %A Burkholz, Rebekka %A Nilanjana Laha %A Rajarshi Mukherjee %A Gotovos, Alkis %B International Conference on Learning Representations %G eng %U https://arxiv.org/abs/2111.11146 %0 Journal Article %J International Journal of Hygiene and Environmental Health %D 2021 %T Increased preterm birth following maternal wildfire smoke exposure in Brazil %A Weeberb J. Requia %A Stefania Papatheodorou %A Koutrakis, Petros %A Rajarshi Mukherjee %A Henrique L.Roig %B International Journal of Hygiene and Environmental Health %V 240 %G eng %U https://www.sciencedirect.com/science/article/pii/S1438463921002169 %0 Journal Article %J Statistical Science (To Appear) %D 2020 %T On assumption-free tests and confidence intervals for causal effects estimated by machine learning %A Liu, Lin %A Rajarshi Mukherjee %A James Robins %B Statistical Science (To Appear) %G eng %U https://arxiv.org/abs/1904.04276 %0 Journal Article %J Probability Theory and Related Fields (To Appear) %D 2020 %T On Estimation of Lr norms in Gaussian White Noise Models %A Yanjun Han %A Jiantao Jiao %A Rajarshi Mukherjee %B Probability Theory and Related Fields (To Appear) %G eng %U https://arxiv.org/abs/1710.03863 %0 Journal Article %J Annales de l'Institut Henri Poincaré, Probabilités et Statistiques (To Appear) %D 2020 %T Testing Degree Correction in Stochastic Block Models %A Rajarshi Mukherjee %A Subhabrata Sen %B Annales de l'Institut Henri Poincaré, Probabilités et Statistiques (To Appear) %G eng %U https://arxiv.org/abs/1705.07527 %0 Journal Article %J Annales de l'Institut Henri Poincaré, Probabilités et Statistiques (To Appear) %D 2020 %T On Testing for Parameters in Ising Models %A Rajarshi Mukherjee %A Gourab Ray %B Annales de l'Institut Henri Poincaré, Probabilités et Statistiques (To Appear) %G eng %U https://arxiv.org/abs/1906.00456 %0 Journal Article %J Electronic Journal of Statistics %D 2019 %T On Efficiency of the Plug-in Principle for Estimating Smooth Integrated Functionals of a Nonincreasing Density %A Rajarshi Mukherjee %A Bodhisattva Sen %B Electronic Journal of Statistics %V 13 %P 4416–4448 %G eng %U https://projecteuclid.org/euclid.ejs/1573009460 %0 Journal Article %J Annals of Statistics %D 2018 %T Detection Thresholds for the ß -Model on Sparse Graphs. %A Rajarshi Mukherjee %A Sumit Mukherjee %A Subhabrata Sen %B Annals of Statistics %V 46 %P 1288-1317 %G eng %U https://projecteuclid.org/euclid.aos/1525313083#abstract %N 3 %0 Journal Article %J Annals of Statistics %D 2018 %T Global testing against sparse alternatives under Ising models %A Rajarshi Mukherjee %A Sumit Mukherjee %A Ming Yuan %B Annals of Statistics %V 46 %P 2062-2093 %G eng %U https://projecteuclid.org/euclid.aos/1534492829#abstract %N 5 %0 Journal Article %J Bernoulli %D 2018 %T Optimal adaptive inference in random design binary regression %A Rajarshi Mukherjee %A Subhabrata Sen %B Bernoulli %V 24 %P 699-739 %G eng %U https://projecteuclid.org/euclid.bj/1501142460#abstract %N 1 %0 Journal Article %J Annals of Statistics %D 2017 %T Asymptotic Normality of Scrambled Geometric Net Quadrature. %A Kinjal Basu %A Rajarshi Mukherjee %B Annals of Statistics %V 45 %P 1759–1788 %G eng %U https://projecteuclid.org/euclid.aos/1498636873 %N 4 %0 Journal Article %J Journal of American Statistical Association, Applications and Case Studies %D 2017 %T The Generalized Higher Criticism for Testing SNP-sets in Genetic Association Testing. %A Ian Barnett %A Rajarshi Mukherjee %A Lin, Xihong %B Journal of American Statistical Association, Applications and Case Studies %V 112 %P 64-76 %G eng %U https://amstat.tandfonline.com/doi/abs/10.1080/01621459.2016.1192039#.W9oAyfZFyUk %N 517 %0 Journal Article %J Annals of Statistics %D 2017 %T Minimax Estimation of a Functional on a Structured High-Dimensional Model. %A Robins, James M. %A Lingling Li %A Tchetgen, Eric Tchetgen %A Rajarshi Mukherjee %A Aad van der Vaart %B Annals of Statistics %V 45 %P 1951–1987 %G eng %U https://projecteuclid.org/euclid.aos/1509436824 %N 5 %0 Journal Article %J Annals of Statistics %D 2015 %T Hypothesis Testing in High Dimensional Sparse Binary Regression %A Rajarshi Mukherjee %A Natesh Pillai %A Lin, Xihong %B Annals of Statistics %V 43 %P 352-381 %G eng %U https://projecteuclid.org/euclid.aos/1423230083 %N 1