Latest Research in Methodology

52 research papers · 2026 median publication year

Top Research Topics in Methodology

Highest-Cited Papers

  1. Modeling Healthcare Data with Logistic Quantile and Uniform-Based Mixture Polynomial Distributions
  2. LENGTH BIASED FUYI DISTRIBUTION WITH PROPERTIES AND ITS APPLICATIONS
  3. Bayesian Weibull quantile regression via Barker’s MCMC proposal: application to cancer survival data
  4. Robustified Gaussian quasi-likelihood inference for volatility
  5. Optimal testing in a class of nonregular models
  6. Saddlepoint Inference for Nonlinear Statistics from Inverse Gaussian Models: Applications to Clinical, Engineering, and Environmental Data
  7. Strong Likelihood Principle: Strengthening a Principle or Misunderstanding the Likelihood Function
  8. Objective Bayesian Inference for Differential Effects in Unequal-Variance Two-Sample Normal Models
  9. A Spatial Mean‐Mixture Gaussian Model for Skewed Geostatistical Data
  10. Estimation of quantile inequality curves and measures based on grouped data
  11. Exactly optimal Bayesian quickest change detection for general dependent processes
  12. Beyond Skellam: Beta–Gamma compounded Skellam regression for differences of counts
  13. Rao-Blackwellized Score Matching on Manifolds
  14. Bayesian multivariate models for bounded directional data
  15. A Normal-Gamma copula for dependence modeling in collective risk models
  16. Robust Two-Sample Inference under Serial Dependence
  17. Modelling heavy tail data with bayesian nonparametric mixtures
  18. Adaptive Wrapped Robust Canonical Correlation Analysis in High-Dimensional Data
  19. Locally Robust Kernel Specification Tests for Conditional Moment Restrictions
  20. Robust estimation of the autocorrelation function via forward ratios
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2026 AUG Q1

Methodology

52 papers

Top Topics (10)

Methodology9
Statistical Distribution Estimation and Applications7
Statistics Theory7
Statistical Methods and Inference5
Statistical Methods and Bayesian Inference5
Econometrics5
Bayesian Methods and Mixture Models4
Hydrology and Drought Analysis1
Soil Geostatistics and Mapping1
Advanced Statistical Process Monitoring1

Top Publications (20)

1.Modeling Healthcare Data with Logistic Quantile and Uniform-Based Mixture Polynomial Distributions2.LENGTH BIASED FUYI DISTRIBUTION WITH PROPERTIES AND ITS APPLICATIONS3.Bayesian Weibull quantile regression via Barker’s MCMC proposal: application to cancer survival data4.Robustified Gaussian quasi-likelihood inference for volatility5.Optimal testing in a class of nonregular models6.Saddlepoint Inference for Nonlinear Statistics from Inverse Gaussian Models: Applications to Clinical, Engineering, and Environmental Data7.Strong Likelihood Principle: Strengthening a Principle or Misunderstanding the Likelihood Function8.Objective Bayesian Inference for Differential Effects in Unequal-Variance Two-Sample Normal Models9.A Spatial Mean‐Mixture Gaussian Model for Skewed Geostatistical Data10.Estimation of quantile inequality curves and measures based on grouped data11.Exactly optimal Bayesian quickest change detection for general dependent processes12.Beyond Skellam: Beta–Gamma compounded Skellam regression for differences of counts13.Rao-Blackwellized Score Matching on Manifolds14.Bayesian multivariate models for bounded directional data15.A Normal-Gamma copula for dependence modeling in collective risk models16.Robust Two-Sample Inference under Serial Dependence17.Modelling heavy tail data with bayesian nonparametric mixtures18.Adaptive Wrapped Robust Canonical Correlation Analysis in High-Dimensional Data19.Locally Robust Kernel Specification Tests for Conditional Moment Restrictions20.Robust estimation of the autocorrelation function via forward ratios
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