Latest Research in Statistical Estimation Theory

Top Research Topics in Statistical Estimation Theory

• Statistical Distribution Estimation and Applications — 41 papers
• Statistics Theory — 36 papers
• Methodology — 35 papers
• Machine Learning — 12 papers
• Machine Learning — 10 papers
• Optimization and Control — 8 papers
• Statistical Methods and Inference — 7 papers
• Advanced Statistical Process Monitoring — 6 papers
• Bayesian Methods and Mixture Models — 6 papers
• Econometrics — 5 papers

Highest-Cited Papers

1. ESAIM: Probability and Statistics Performance of the empirical median for location estimation in heteroscedastic settings (1 citations)
2. Rethinking Mean Square Error: Information, Generalized Estimation, and the James–Stein Paradox (1 citations)
3. Modeling double bounded data based on correlated gamma random variables
4. Optimum Design and Estimation of Step‐Stress Accelerated Life Testing for Chen Distribution Under an Adaptive Type‐II Progressive Hybrid Censored Data
5. On a gamma–beta prime mixture model for heterogeneous positive data: properties and inference
6. A note on the entropy of the cardioid distribution
7. A New Quantile Differential Family with an Explicit Quadratic Distribution: Theory, Statistical Properties, and Applications
8. Optimal Simulated Annealing for Partition Function Estimation
9. R2DN: Scalable Parameterization of Contracting and Lipschitz Recurrent Deep Networks
10. The Field Equations of Penalized non-Parametric Regression
11. On the parametric and semiparametric Fisher information matrix for non-zero mean stationary spherical invariant random processes
12. Vector Vine Copula Models for Multivariate Longitudinal Data
13. Exponential Smoothing for Time Series of Random Objects
14. Gaussian Boundary Inference in a Hypergeometric Heavy-Tailed Family
15. Tensor-BEKK: Conditional Covariance Modeling and Inference for Tensor-Valued Time Series
16. Analysis for series–parallel systems under Marshall–Olkin run shock model
17. Structural Inference under Hidden Agents
18. Preservation of Log-Concavity and Convergence of Wasserstein-Fisher-Rao Gradient Flows
19. A new tractable Archimedean copula for full-range tail dependence
20. Improved Regret Analysis for Parallel Gaussian Process Bandit Optimization

Sub-Regions

• Statistical Distribution Estimation and Applications — 71 papers
• Methodology — 61 papers
• Statistics Theory — 44 papers
• Statistical Methods and Inference — 35 papers
• Advanced Statistical Process Monitoring — 28 papers
• Machine Learning — 27 papers