Latest Research in Methodology

Top Research Topics in Methodology

• Methodology — 14 papers
• Statistical Distribution Estimation and Applications — 5 papers
• Statistics Theory — 5 papers
• Machine Learning — 4 papers
• Econometrics — 4 papers
• Advanced Statistical Process Monitoring — 3 papers
• Reliability and Maintenance Optimization — 3 papers
• Machine Learning — 3 papers
• Spatial and Panel Data Analysis — 2 papers
• Statistical Methods and Inference — 2 papers

Highest-Cited Papers

1. Revisiting the Normalization of the Moran's I Index: A Correlation‐Based Approach With Inference
2. Bayesian Survival Analysis of Lung Cancer Data under Uncertainty: A Fuzzy Environment Approach
3. Optimum Design and Estimation of Step‐Stress Accelerated Life Testing for Chen Distribution Under an Adaptive Type‐II Progressive Hybrid Censored Data
4. R2DN: Scalable Parameterization of Contracting and Lipschitz Recurrent Deep Networks
5. Vector Vine Copula Models for Multivariate Longitudinal Data
6. Analysis for series–parallel systems under Marshall–Olkin run shock model
7. Value Matrix Dynamics and Attractor Selection in a Reduced Transformer Model
8. Robust Attribute Control Chart for Median‐Truncated Life Tests Under the Odd Exponential Half‐Logistic Distribution
9. Planning Dual-Stress Accelerated Degradation Tests with Random-Effects Wiener Process Models
10. Robust Tests for Step-Stress Models under Exponential Lifetimes
11. On Relative Cumulative Residual Information Measure and Its Applications
12. Three Case Studies of Two-stage MCMC for Fast Bayesian Inference of Large Spatio-temporal Data
13. Reliability Estimation of s‐Out‐of‐k Systems Under Inverted Z–Lindley Stress–Strength Models With Progressive Censoring: An Engineering Application
14. Nonlinear Dimensionality Reduction Techniques for Bayesian Optimization
15. Consistent Bayesian Spatial Domain Partitioning Using Predictive Spanning Tree Methods
16. Prequential posteriors
17. On Prior-to-Posterior Stability in the Wasserstein Metric for Bayesian Inverse Problems
18. Discriminant analysis-guided multi-split segmentation for expectation maximization initialization in time-series data
19. A Bernstein–von Mises Theorem for Parametric Competing Risks Under Hybrid Censoring
20. Estimation of s -out-of- k stress–strength reliability under upper records: classical and Bayesian approaches