Latest Research in Statistics Theory

Top Research Topics in Statistics Theory

• Statistics Theory — 14 papers
• Statistical Distribution Estimation and Applications — 5 papers
• Methodology — 5 papers
• Statistical Methods and Inference — 3 papers
• Optimization and Control — 2 papers
• Machine Learning — 2 papers
• Complex Systems and Time Series Analysis — 1 papers
• Data Structures and Algorithms — 1 papers
• Computation — 1 papers
• Morphological variations and asymmetry — 1 papers

Highest-Cited Papers

1. ESAIM: Probability and Statistics Performance of the empirical median for location estimation in heteroscedastic settings (1 citations)
2. A note on the entropy of the cardioid distribution
3. Optimal Simulated Annealing for Partition Function Estimation
4. (Cheap) Stochastic Policy Gradient Converges with High Probability for Linear Quadratic Regulator
5. A bridge representation of Gaussian Whittle-Matérn fields on compact metric graphs
6. On the minimax-rate optimality of approximate Bayesian computation in nonparametric problems
7. Family of multivariate distributions formed by mixing a mixture of generalized inverse Gaussian distributions: inference and applications to finance
8. Inverse parameter estimation via learned rectification of model manifolds
9. Risk comparison theorems and application to deep learning of diffusion coefficients
10. Demystifying the Bergomi-Guyon expansion
11. Steady-State Convergence of Stochastic Approximation
12. A Mathai-type Multivariate Nakagami-$m$ Distribution: Density, Closed-form Estimators, and Asymptotic Efficiency
13. Hermite Spectra and Kernel Factorization for Gaussian-Weighted Tests of Normality
14. Computing Robustness to Sparse Diagonal Uncertainty
15. Usual stochastic order of the third order statistics based on heterogeneous and statistically dependent random variables
16. Fisher-Rao Gradient Flows of Linear Programs and State-Action Natural Policy Gradients
17. Critical-Window Lower Bounds for Gaussian Regression with Bounded-Renewal Linear Splines
18. Eigenvalue Statistics for Change-Point Detection in Covariance Matrices
19. A Bernstein-von Mises Theorem for Generalized Fiducial Distributions
20. On Existence Theorems for Conditional Inferential Models