Latest Research in Methodology

Top Research Topics in Methodology

• Methodology — 14 papers
• Statistics Theory — 3 papers
• Structural Health Monitoring Techniques — 3 papers
• Survey Sampling and Estimation Techniques — 2 papers
• Econometrics — 2 papers
• Instrumentation and Methods for Astrophysics — 1 papers
• Advanced Statistical Methods and Models — 1 papers
• Statistical Methods and Inference — 1 papers
• Signal Processing — 1 papers
• Bayesian Methods and Mixture Models — 1 papers

Highest-Cited Papers

1. Bayesian Superiority in On/Off analysis
2. Robust Bayesian Inference for Unnormalized Models with Mixed-Domain Data
3. On some weighted biasing parameters in ridge regression model
4. Semiparametric Efficient Inference under Non-Informative Complex Survey Designs
5. Logistic Gaussian process density regression: a generalized Bayesian approach
6. Improved estimation of population mean using dual auxiliary information under simple random sampling: Applications to accounting, machinery and radiation data
7. Inference for a Shared Random-Scale Frailty Birnbaum–Saunders Model Under Progressive Type-II Censoring
8. Efficient model exploration with the integrated nested Laplace approximation
9. W-Kernel and Its Principal Space for Frequentist Evaluation of Bayesian Estimators
10. Bayes Estimators with Performance Comparable to Empirical Bayes Estimators and Improved Local Robustness
11. On Nonparanormal Likelihoods
12. A Geometric Analysis of Initialization Bias in Spherical $K$-means in the Weak Signal Regime
13. Cross-Fitting-Free Debiased Machine Learning with Multiway Dependence
14. Mean regression for (0, 1) responses via beta scale mixtures
15. Wrapped Gaussian process neural network model for manifold-valued data
16. Nonparametric hazard rate estimation with associated kernels and minimax bandwidth choice
17. Parameterising Gaussian Graphical Models
18. The Global Maximum Point Invariance Theorem: A Statistical Invariant Theory of Structural Break Detection — Unified Shape Function, Standardized Limits, and Multi-Regime Generalization
19. A generalized two-step calibrated ratio estimators of population mean in stratified random sampling
20. The Global Maximum Point Invariance Theorem: A Statistical Invariant Theory of Structural Break Detection — Unified Shape Function, Standardized Limits, and Multi-Regime Generalization