Scinovex
Physical Sciences → Mathematics → Statistics and Probability

Statistical Methods and Bayesian Inference

This cluster of papers focuses on various statistical methods and models for handling missing data in research, including multiple imputation, Bayesian modeling, generalized linear models, longitudinal data analysis, and sensitivity analysis. It covers topics such as model complexity, simulation studies, and the application of these methods in different fields. The cluster also discusses the challenges and best practices for analyzing datasets with missing values.

59.5K works worldwide1.5M citations
Multiple ImputationBayesian ModelingGeneralized Linear ModelsLongitudinal Data AnalysisModel ComplexityStatistical MethodsMixed-Effects ModelsSimulation StudiesStructural Equation ModelingSensitivity Analysis

Journals publishing in this area

1International Journal of Statistics and Applied Mathematics cover
12h-index

Articles on Scinovex in this research area

44 articles, most cited first

  1. Lindley Gompertz distribution with properties and applications
    International Journal of Statistics and Applied Mathematics · 2020 · 6 citations · AI summary
  2. On local polynomial regression estimators in finite populations
    International Journal of Statistics and Applied Mathematics · 2020 · 5 citations
  3. E-Bayesian estimation of the shape parameter of Lomax model under symmetric and asymmetric loss functions
    International Journal of Statistics and Applied Mathematics · 2020 · 5 citations · AI summary
  4. Confidence intervals for difference of signal-to-noise ratios of two-parameter exponential distributions
    International Journal of Statistics and Applied Mathematics · 2020 · 2 citations · AI summary
  5. On prediction based robust estimators of finite population totals
    International Journal of Statistics and Applied Mathematics · 2019 · 2 citations
  6. An improved generalized estimators for finite population variance of a study variable based on auxiliary information
    International Journal of Statistics and Applied Mathematics · 2022 · 1 citations
  7. Half-cauchy inverse Gompertz distribution: Theory and applications
    International Journal of Statistics and Applied Mathematics · 2022 · 1 citations
  8. Performance properties of disturbance variance estimation using the precautionary loss function
    International Journal of Statistics and Applied Mathematics · 2026 · 0 citations
  9. A comparative study of ensemble-based imputation techniques for handling missing data
    International Journal of Statistics and Applied Mathematics · 2026 · 0 citations
  10. Weighted distribution method for constructing flexible probability models with applications
    International Journal of Statistics and Applied Mathematics · 2026 · 0 citations
  11. On regression technique and adaptive cluster sampling for estimation of population mean yield in case of clustered population
    International Journal of Statistics and Applied Mathematics · 2026 · 0 citations
  12. Beyond median and mean regression models for count responses: A comparison study
    International Journal of Statistics and Applied Mathematics · 2026 · 0 citations
  13. Bayesian inference for misclassified binary data under a double sampling scheme: A review
    International Journal of Statistics and Applied Mathematics · 2026 · 0 citations
  14. Innovative approaches for modifying probability distributions
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  15. E-Bayesian estimation and e-posterior risk for Erlang distribution for known shape parameter
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  16. A generalized class of modified ratio estimator using estimated coefficient of variation of an auxiliary variable under sampling with replacement
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  17. Characterizing propensity score matching for treatment evaluation with applications to pearl river delta industrial emissions
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  18. Estimating zero-inflated count models for over dispersed data with applications to Western Ghats rainfall orography
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  19. Analyzing exponential family dispersion models for regression with applications to bermuda coral reef calcification
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  20. Estimating influence diagnostics for linear mixed models with applications to Tasmanian old-growth forest inventory
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  21. Resolving generalized estimating equations for correlated binary outcomes with applications to Kilimanjaro glacier retreat data
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  22. Computing panel data regression with cross-sectional dependence with applications to serengeti wildebeest migration counts
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  23. Computing sandwich variance estimators for clustered data with applications to Pamir highway traffic flow analysis
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  24. Extending likelihood ratio tests for nested hierarchical models with applications to Himalayan climate records
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  25. Extending clopper-pearson exact intervals for small-sample binomials with applications to jordan valley crop evapotranspiration
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  26. Determining wilson score intervals for binomial rate estimation with applications to kalahari groundwater recharge cycles
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  27. Estimating negative binomial regression for over dispersed counts with applications to Adriatic coastal erosion models
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  28. Exploring deviance residual analysis for generalized linear models with applications to west african sahel grain storage
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  29. Computing score tests for variance components in mixed models with applications to Brazilian cerrado fire spread
    International Journal of Statistics and Applied Mathematics · 2025 · 0 citations
  30. Generalizing Markov chain monte Carlo for posterior sampling with applications to great plains tornado occurrence
    International Journal of Statistics and Applied Mathematics · 2024 · 0 citations
  31. Computing mixed effects models for longitudinal studies with applications to Vietnamese rice paddy water balance
    International Journal of Statistics and Applied Mathematics · 2024 · 0 citations
  32. Analyzing imputation strategies for missing data problems with applications to Papua New Guinea landslide risk
    International Journal of Statistics and Applied Mathematics · 2024 · 0 citations
  33. Bounding generalized linear models for count data with applications to New Zealand geothermal energy output
    International Journal of Statistics and Applied Mathematics · 2024 · 0 citations
  34. Exploring Bayesian estimation techniques for regression models with applications to gangs floodplain sediment transport
    International Journal of Statistics and Applied Mathematics · 2024 · 0 citations
  35. Bayesian approach to zero-inflated dynamic panel ordered probit model with an application in drug abuse
    International Journal of Statistics and Applied Mathematics · 2022 · 0 citations
  36. Power size biased exponential distribution with applications in bio-science
    International Journal of Statistics and Applied Mathematics · 2022 · 0 citations · AI summary
  37. Maximum likelihood estimation for multivariate normal distribution with hierarchical missing data
    International Journal of Statistics and Applied Mathematics · 2021 · 0 citations
  38. Maximum likelihood estimation for multivariate normal with auxiliary information
    International Journal of Statistics and Applied Mathematics · 2021 · 0 citations
  39. Use of the theory of Euclidean distance in testing for multivariate normality with application to breast cancer diagnostic data
    International Journal of Statistics and Applied Mathematics · 2020 · 0 citations · AI summary
  40. Bayesian analysis of truncated skew Laplace distribution
    International Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
  41. Binomial mixture based on generalized four parameter beta distribution as prior
    International Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
  42. On multivariate Bayesian frailty models
    International Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
  43. A statistical modelling for viral replication in the CD 4 + T cells dynamic by bayesian methodology
    International Journal of Statistics and Applied Mathematics · 2017 · 0 citations
  44. Preference for a class of super-efficient estimators of the normal mean: A study on sample size requirement
    International Journal of Statistics and Applied Mathematics · 2017 · 0 citations