Journal Statistics

53
Journal of the Royal Statistical Society Series B
papers tracked
187
Journal of the American Statistical Association
papers tracked
88
Annals of Statistics
papers tracked
30
Biometrika
papers tracked
195
Journal of Machine Learning Research
papers tracked

Recent Papers

AOS Oct 14, 2025
Scalable inference for Nonparametric Stochastic Approximation in Reproducing Kernel Hilbert Spaces

Meimei Liu, Zuofeng Shang, Yun Yang

Nonparametric Statistics
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AOS Oct 10, 2025
Spectrum-Aware Debiasing: A Modern Inference Framework with Applications to Principal Components Regression

Yufan Li, Pragya Sur

Machine Learning
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JMLR Oct 07, 2025
"What is Different Between These Datasets?" A Framework for Explaining Data Distribution Shifts

Varun Babbar*, Zhicheng Guo*, Cynthia Rudin

Machine Learning
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AOS Oct 01, 2025
Nonparametric Estimation of a Covariate-Adjusted Counterfactual Treatment Regimen Response Curve

Ashkan Ertefaie, Luke Duttweiler, Brent A. Johnson et al.

Nonparametric Statistics
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AOS Oct 01, 2025
Optimal Eigenvalue Shrinkage in the Semicircle Limit

Michael Jacob Feldman, David Leigh Donoho

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AOS Sep 25, 2025
Versatile Differentially Private Learning for General Loss Functions

Song X Chen, Qilong Lu, Yumou Qiu

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AOS Sep 25, 2025
Analysis of Singular Subspaces Under Random Perturbations

Ke Wang

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AOS Sep 25, 2025
Large-Scale Multiple Testing: Fundamental Limits of False Discovery Rate Control and Compound Oracle

Yutong Nie, Yihong Wu

Hypothesis Testing
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AOS Sep 25, 2025
Estimation of Grouped Time-Varying Network Vector Autoregressive Models

Degui Li, Bin Peng, Songqiao Tang et al.

Time Series
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AOS Sep 25, 2025
Trace Test for High-Dimensional Cointegration

Alexei Onatski, Chen Wang

High-Dimensional Statistics
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AOS Sep 25, 2025
Distributionally Robust Learning for Multi-source Unsupervised Domain Adaptation

Peter Bühlmann, Zhenyu Wang, Zijian Guo

Machine Learning
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JASA Sep 25, 2025
Nonparametric Density Estimation of a Long-Term Trend from Repeated Semicontinuous Data

Félix Camirand Lemyre, Raymond J. Carroll, Aurore Delaigle

Nonparametric Statistics
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JASA Sep 24, 2025
On the Algorithmic Bias of Aligning Large Language Models with RLHF: Preference Collapse and Matching Regularization

Jiancong Xiao, Ziniu Li, Xingyu Xie et al.

High-Dimensional Statistics Computational Statistics
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JASA Sep 24, 2025
Transfer learning under large-scale low-rank regression models

Seyoung Park, Eun Ryung Lee, Hongyu Zhao et al.

Machine Learning
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JASA Sep 24, 2025
Differentially Private Sliced Inverse Regression: Minimax Optimality and Algorithm

Zhanrui Cai, Xintao Xia, Linjun Zhang

Machine Learning Computational Statistics
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JASA Sep 24, 2025
Mixture Models: Parametric, Semiparametric, and New Directions

Hien D. Nguyen

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JASA Sep 24, 2025
Construction of Asymmetric Nested Orthogonal Arrays

Shanqi Pang, Xiao Lin, Mingyao Ai et al.

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JASA Sep 24, 2025
SMART-MC: Characterizing the Dynamics of Multiple Sclerosis Therapy Transitions Using a Covariate-Based Markov Model

Beomchang Kim, Zongqi Xia, Priyam Das

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JASA Sep 24, 2025
Dynamic Decision Making With Individualized Variable Selection

Bryan Cai, Ying Cui, Haoda Fu et al.

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JASA Sep 24, 2025
Developing A Practical Measure: An Asymmetric Mean Squared Prediction Error for Small Area Estimation

Haiqiang Ma, Thuan Nguyen, Jiming Jiang

Statistical Learning
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