Latest Research in Statistics Theory

Top Research Topics in Statistics Theory

• Statistics Theory — 17 papers
• Methodology — 14 papers
• Machine Learning — 8 papers
• Optimization and Control — 4 papers
• Machine Learning — 4 papers
• Statistical Methods and Inference — 4 papers
• Probability — 3 papers
• Bayesian Methods and Mixture Models — 2 papers
• Information Theory — 2 papers
• Financial Risk and Volatility Modeling — 1 papers

Highest-Cited Papers

1. Data-Driven Analysis of First-Order Methods via Distributionally Robust Optimization
2. Consistent community recovery in stochastic block Ornstein-Uhlenbeck processes
3. Proximal Estimation and Inference
4. Strong log-concavity in probit regression
5. Transversality and Geometric Regularisation in Distributional Statistical Models
6. Efficient sampling from circular distributions: extensions to toroidal and spherical distributions
7. The W -footrule coefficient: a copula-based measure of countermonotonicity
8. Smooth Reparameterizations of Functions on Simplicial Product Spaces: Applications to Probabilistic Tensor Decomposition and Functional Data Registration
9. Detecting Nonproperness of Likelihood Equations
10. Adaptive Kernel Density Estimation with Pre-training
11. Conjugate Generalized Bayesian Inference for Discrete Doubly Intractable Problems
12. E-values for exponential families: The general case
13. High-Probability Minimax Lower Bounds (1 citations)
14. Asymptotics of resampling without replacement in robust and logistic regression
15. Asymptotic Minimax Estimation under Global-Local Priors
16. Wasserstein projection estimators for circular distributions
17. A Riemannian Factor Model for Manifold-Valued Time Series
18. Upper Confidence Bounds for the Prediction Error of Kernel Ridge Regression via Gaussian Refitting
19. Robust Interpolated Quantile Estimators: Asymptotic Theory and Efficiency
20. Geometric Information Decomposition for Weighted Empirical Measures on the Sphere