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Physical Sciences → Mathematics → Statistics and Probability

Advanced Statistical Methods and Models

This cluster of papers focuses on the detection, impact, and handling of multicollinearity in regression analysis. It discusses methods for identifying outliers, robust estimation techniques, variance inflation factors, and the use of depth functions in analyzing data. The cluster also explores the relative importance of predictors, principal component analysis, and the application of these concepts to functional data.

97.5K works worldwide3.2M citations
MulticollinearityRegression AnalysisOutlier DetectionRobust EstimationVariance Inflation FactorPrincipal Component AnalysisRelative ImportanceDepth FunctionsRobust StatisticsFunctional Data

Journals publishing in this area

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

Articles on Scinovex in this research area

92 articles, most cited first · page 2 of 2

  1. Designing of mixed sampling plan with chain sampling plan (ChSP-1) plan as attribute plan using MAPD and discriminant tangential angles
    International Journal of Statistics and Applied Mathematics · 2024 · 0 citations
  2. Fisher’s discriminant modeling for human platelet parameters
    International Journal of Statistics and Applied Mathematics · 2024 · 0 citations
  3. Statistical analysis among different meat samples processed for E. coli
    International Journal of Veterinary Sciences and Animal Husbandry · 2024 · 0 citations · AI summary
  4. Prediction approach in repeated measurement surveys: A methodological exploration
    International Journal of Statistics and Applied Mathematics · 2024 · 0 citations
  5. Bootstrapping the coefficients of a polynomial regression with ARFIMA errors
    International Journal of Statistics and Applied Mathematics · 2024 · 0 citations
  6. Modified ratio cum regression estimators using conventional and non-conventional parameters
    International Journal of Statistics and Applied Mathematics · 2024 · 0 citations
  7. Formulating rank statistics for multivariate testing with applications to Atacama solar radiation curves
    International Journal of Statistics and Applied Mathematics · 2024 · 0 citations
  8. Resolving principal component methods for dimensionality reduction with applications to east African savanna wildlife census
    International Journal of Statistics and Applied Mathematics · 2024 · 0 citations
  9. Establishing robust estimation methods for outlier detection with applications to Korean peninsula precipitation trends
    International Journal of Statistics and Applied Mathematics · 2024 · 0 citations
  10. Determining functional data analysis with spline smoothing with applications to Moroccan argan forest density
    International Journal of Statistics and Applied Mathematics · 2024 · 0 citations
  11. Estimating penalized regression for high-dimensional data with applications to Malay Peninsula rainfall intensity
    International Journal of Statistics and Applied Mathematics · 2024 · 0 citations
  12. A comparison of two sample approaches to regression calibration for measurement error correction
    International Journal of Statistics and Applied Mathematics · 2023 · 0 citations · AI summary
  13. Design of geometric moving average control chart to monitor poisson mean for an unstabilized production process
    International Journal of Statistics and Applied Mathematics · 2023 · 0 citations · AI summary
  14. Construction of acceptance sampling plans for the ranked set sampling using: Laplace Distribution
    International Journal of Statistics and Applied Mathematics · 2023 · 0 citations · AI summary
  15. Proposed tests for location and scale in a nondecreasing ordered alternative
    International Journal of Statistics and Applied Mathematics · 2022 · 0 citations
  16. Comparisons of Hampel and Andrews sin PSI function for heteroscedasticity model in the presence of outliers and multicollinearity
    International Journal of Statistics and Applied Mathematics · 2022 · 0 citations · AI summary
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    International Journal of Statistics and Applied Mathematics · 2022 · 0 citations
  18. A stochastic approach using Garima distribution
    International Journal of Statistics and Applied Mathematics · 2022 · 0 citations · AI summary
  19. Quasi-Bayesian estimation of time to test transform under asymmetric loss functions
    International Journal of Statistics and Applied Mathematics · 2021 · 0 citations
  20. Asymptotic variance and MSE for P[Y>X] in sampling from two one-truncation parameter families
    International Journal of Statistics and Applied Mathematics · 2021 · 0 citations · AI summary
  21. Parameter estimation of exponentiated generalized frechet distribution via bayesian approach
    International Journal of Statistics and Applied Mathematics · 2021 · 0 citations · AI summary
  22. Variable control charts based on percentiles of the new Rayleigh-Pareto distribution
    International Journal of Statistics and Applied Mathematics · 2021 · 0 citations
  23. Analysis of generalized linear models for functional data
    International Journal of Statistics and Applied Mathematics · 2021 · 0 citations · AI summary
  24. Maximum likelihood estimation for multivariate normal with auxiliary information
    International Journal of Statistics and Applied Mathematics · 2021 · 0 citations
  25. Testing of hypothesis using the bayes factor
    International Journal of Statistics and Applied Mathematics · 2020 · 0 citations · AI summary
  26. Analysis of means based on Rayleigh variate
    International Journal of Statistics and Applied Mathematics · 2020 · 0 citations
  27. Extended exponential and Weibull families of distributions using generalized Marshall-Olkin scheme
    International Journal of Statistics and Applied Mathematics · 2020 · 0 citations · AI summary
  28. Efficiency of NNBD and NNBIBD using autoregressive model
    International Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
  29. Determination of variable sampling plans based on weighted expansion factor for a non-normal lomax process
    International Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
  30. Inference in linear model with stochastic prior information constraints and compatibility tests
    International Journal of Statistics and Applied Mathematics · 2018 · 0 citations
  31. Efficiency comparison of system GMM estimators through Kantorovich inequality upper bounds
    International Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
  32. An upper outlier detection procedure in a sample from a Johnson SB distribution with known parameters
    International Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
  33. Statistical inference in nonlinear sure model
    International Journal of Statistics and Applied Mathematics · 2018 · 0 citations
  34. Estimation of parameters of a multivariate time series var model
    International Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
  35. Some advanced statistical tools for data analysis of research projects
    International Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
  36. Bayes estimation of the shape parameter of burr type XII distribution with generalised squared error loss and linex loss functions under some prior distributions
    International Journal of Statistics and Applied Mathematics · 2018 · 0 citations
  37. Inference in generalized linear model with inequality
    International Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
  38. Testing linear restrictions on parameters of linear model under heteroscedasticity
    International Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
  39. Extreme value control charts based on Rayleigh distribution
    International Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
  40. Exponential Renyi’s entropy of ‘Type (a, ß)’ and new mean code-Word length
    International Journal of Statistics and Applied Mathematics · 2017 · 0 citations
  41. 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
  42. An application of generalized Tsalli’s-Havrda-Charvat entropy in coding theory through a generalization of Kraft inequality
    International Journal of Statistics and Applied Mathematics · 2016 · 0 citations