Latest Research in Stochastic Estimation Frameworks

Top Research Topics in Stochastic Estimation Frameworks

• Statistics Theory — 77 papers
• Methodology — 64 papers
• Statistical Distribution Estimation and Applications — 42 papers
• Machine Learning — 34 papers
• Machine Learning — 30 papers
• Optimization and Control — 23 papers
• Statistical Methods and Inference — 13 papers
• Computation — 13 papers
• Probability — 10 papers
• Numerical Analysis — 10 papers

Highest-Cited Papers

1. A Unified Hybrid Estimation Strategy Using Multiple Auxiliary Transformations in Systematic Sampling with Simulation and Real-Life Applications
2. Inverse-Probability-Weighted Wavelet Estimation of Regression Derivatives Under Missing-at-Random Responses for Stationary Ergodic Processes
3. The logistic-normal integral and the moments of the logistic-normal distribution
4. Variable Smoothing for Weakly Convex Problems with Non-Euclidean Directions
5. Data-Driven Analysis of First-Order Methods via Distributionally Robust Optimization
6. Local Asymptotic Normality for Mixed Fractional Brownian Motion with $0
7. Optimal minimization of an unknown function in a nonparametric multivariate regression model thanks to a dimension reduction approach
8. Variational Bounds for Perceptron Learning from Structured Data
9. Stable Density Ridges: Consistency and Convergence of Subspace Constrained Mean Shift
10. Proximal Estimation and Inference
11. Modeling Healthcare Data with Logistic Quantile and Uniform-Based Mixture Polynomial Distributions
12. A new thinning method of spatial point processes based on using Boolean random set models
13. LENGTH BIASED FUYI DISTRIBUTION WITH PROPERTIES AND ITS APPLICATIONS
14. Exploration of Random Objects Through Increasing Ball Statistics
15. Bayesian Weibull quantile regression via Barker’s MCMC proposal: application to cancer survival data
16. Acceptance Sampling Plans for Exponential- and Weibull-Distributed Lifetimes Under the Group Sampling Framework
17. LENGTH BIASED FUYI DISTRIBUTION WITH PROPERTIES AND ITS APPLICATIONS
18. Markov Properties of $k$-Record Processes via Order Statistics
19. Bayesian Inference via Markov Iterative Methods for Generalized Progressive Hybrid Unit Bilal Censoring and Its Applications to Thermodynamics and Meteorology
20. Variational Approximated Restricted Maximum Likelihood Estimation for Spatial Data

Sub-Regions

• Statistical Distribution Estimation and Applications — 88 papers
• Optimization and Control — 86 papers
• Statistical Methods and Inference — 81 papers
• Statistics Theory — 67 papers
• Machine Learning — 55 papers
• Methodology — 52 papers