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
Articles on Scinovex in this research area
92 articles, most cited first · page 2 of 2
- Designing of mixed sampling plan with chain sampling plan (ChSP-1) plan as attribute plan using MAPD and discriminant tangential anglesInternational Journal of Statistics and Applied Mathematics · 2024 · 0 citations
- Fisher’s discriminant modeling for human platelet parametersInternational Journal of Statistics and Applied Mathematics · 2024 · 0 citations
- Statistical analysis among different meat samples processed for E. coliInternational Journal of Veterinary Sciences and Animal Husbandry · 2024 · 0 citations · AI summary
- Prediction approach in repeated measurement surveys: A methodological explorationInternational Journal of Statistics and Applied Mathematics · 2024 · 0 citations
- Bootstrapping the coefficients of a polynomial regression with ARFIMA errorsInternational Journal of Statistics and Applied Mathematics · 2024 · 0 citations
- Modified ratio cum regression estimators using conventional and non-conventional parametersInternational Journal of Statistics and Applied Mathematics · 2024 · 0 citations
- Formulating rank statistics for multivariate testing with applications to Atacama solar radiation curvesInternational Journal of Statistics and Applied Mathematics · 2024 · 0 citations
- Resolving principal component methods for dimensionality reduction with applications to east African savanna wildlife censusInternational Journal of Statistics and Applied Mathematics · 2024 · 0 citations
- Establishing robust estimation methods for outlier detection with applications to Korean peninsula precipitation trendsInternational Journal of Statistics and Applied Mathematics · 2024 · 0 citations
- Determining functional data analysis with spline smoothing with applications to Moroccan argan forest densityInternational Journal of Statistics and Applied Mathematics · 2024 · 0 citations
- Estimating penalized regression for high-dimensional data with applications to Malay Peninsula rainfall intensityInternational Journal of Statistics and Applied Mathematics · 2024 · 0 citations
- A comparison of two sample approaches to regression calibration for measurement error correctionInternational Journal of Statistics and Applied Mathematics · 2023 · 0 citations · AI summary
- Design of geometric moving average control chart to monitor poisson mean for an unstabilized production processInternational Journal of Statistics and Applied Mathematics · 2023 · 0 citations · AI summary
- Construction of acceptance sampling plans for the ranked set sampling using: Laplace DistributionInternational Journal of Statistics and Applied Mathematics · 2023 · 0 citations · AI summary
- Proposed tests for location and scale in a nondecreasing ordered alternativeInternational Journal of Statistics and Applied Mathematics · 2022 · 0 citations
- Comparisons of Hampel and Andrews sin PSI function for heteroscedasticity model in the presence of outliers and multicollinearityInternational Journal of Statistics and Applied Mathematics · 2022 · 0 citations · AI summary
- aInternational Journal of Statistics and Applied Mathematics · 2022 · 0 citations
- A stochastic approach using Garima distributionInternational Journal of Statistics and Applied Mathematics · 2022 · 0 citations · AI summary
- Quasi-Bayesian estimation of time to test transform under asymmetric loss functionsInternational Journal of Statistics and Applied Mathematics · 2021 · 0 citations
- Asymptotic variance and MSE for P[Y>X] in sampling from two one-truncation parameter familiesInternational Journal of Statistics and Applied Mathematics · 2021 · 0 citations · AI summary
- Parameter estimation of exponentiated generalized frechet distribution via bayesian approachInternational Journal of Statistics and Applied Mathematics · 2021 · 0 citations · AI summary
- Variable control charts based on percentiles of the new Rayleigh-Pareto distributionInternational Journal of Statistics and Applied Mathematics · 2021 · 0 citations
- Analysis of generalized linear models for functional dataInternational Journal of Statistics and Applied Mathematics · 2021 · 0 citations · AI summary
- Maximum likelihood estimation for multivariate normal with auxiliary informationInternational Journal of Statistics and Applied Mathematics · 2021 · 0 citations
- Testing of hypothesis using the bayes factorInternational Journal of Statistics and Applied Mathematics · 2020 · 0 citations · AI summary
- Analysis of means based on Rayleigh variateInternational Journal of Statistics and Applied Mathematics · 2020 · 0 citations
- Extended exponential and Weibull families of distributions using generalized Marshall-Olkin schemeInternational Journal of Statistics and Applied Mathematics · 2020 · 0 citations · AI summary
- Efficiency of NNBD and NNBIBD using autoregressive modelInternational Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
- Determination of variable sampling plans based on weighted expansion factor for a non-normal lomax processInternational Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
- Inference in linear model with stochastic prior information constraints and compatibility testsInternational Journal of Statistics and Applied Mathematics · 2018 · 0 citations
- Efficiency comparison of system GMM estimators through Kantorovich inequality upper boundsInternational Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
- An upper outlier detection procedure in a sample from a Johnson SB distribution with known parametersInternational Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
- Statistical inference in nonlinear sure modelInternational Journal of Statistics and Applied Mathematics · 2018 · 0 citations
- Estimation of parameters of a multivariate time series var modelInternational Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
- Some advanced statistical tools for data analysis of research projectsInternational Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
- Bayes estimation of the shape parameter of burr type XII distribution with generalised squared error loss and linex loss functions under some prior distributionsInternational Journal of Statistics and Applied Mathematics · 2018 · 0 citations
- Inference in generalized linear model with inequalityInternational Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
- Testing linear restrictions on parameters of linear model under heteroscedasticityInternational Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
- Extreme value control charts based on Rayleigh distributionInternational Journal of Statistics and Applied Mathematics · 2018 · 0 citations · AI summary
- Exponential Renyi’s entropy of ‘Type (a, ß)’ and new mean code-Word lengthInternational Journal of Statistics and Applied Mathematics · 2017 · 0 citations
- Preference for a class of super-efficient estimators of the normal mean: A study on sample size requirementInternational Journal of Statistics and Applied Mathematics · 2017 · 0 citations
- An application of generalized Tsalli’s-Havrda-Charvat entropy in coding theory through a generalization of Kraft inequalityInternational Journal of Statistics and Applied Mathematics · 2016 · 0 citations

