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mvShapiroTest

R package mvShapiroTest: Generalized Shapiro-Wilk test for multivariate normality. This package implements the generalization of the Shapiro-Wilk test for multivariate normality proposed by Villasenor-Alva and Gonzalez-Estrada (2009).

Keywords for this software

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  • goodness-of-fit test
  • empirical characteristic function
  • Monte Carlo test
  • Henze and Zirkler’s test
  • test for symmetry
  • multivariate skewness
  • Monte Carlo simulation
  • empirical process
  • reliability
  • simulations
  • excess zeros
  • maximum likelihood
  • empirical standardization
  • multivariate normal distribution
  • half-normal distribution
  • asymptotically linear estimator
  • characteristic function
  • mixed model
  • neuromuscular blockade level
  • sign function
  • standard normal distribution
  • multinomial logit
  • multivariate $t$ distribution
  • symmetric distributions
  • distribution of products of random variables
  • health-care utilization
  • multivariate Laplace distribution
  • skewed distributions
  • bivariate log-normal
  • multiplier central limit theorem

  • URL: cran.r-project.org/web...
  • InternetArchive
  • Versions: -Info
  • Manual: cran.r-project.org/web...
  • Authors: Elizabeth Gonzalez-Estrada, Jose A. Villasenor-Alva
  • Dependencies: R

  • Add information on this software.


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References in zbMATH (referenced in 8 articles , 1 standard article )

Showing results 1 to 8 of 8.
y Sorted by year (citations)

  1. Diallo, Alpha Oumar; Diop, Aliou; Dupuy, Jean-François: Analysis of multinomial counts with joint zero-inflation, with an application to health economics (2018)
  2. Meintanis, Simos G.; Allison, James; Santana, Leonard: Goodness-of-fit tests for semiparametric and parametric hypotheses based on the probability weighted empirical characteristic function (2016)
  3. Dutta, Subhajit; Genton, Marc G.: A non-Gaussian multivariate distribution with all lower-dimensional Gaussians and related families (2014)
  4. Gupta, Ramesh C.; Ghitany, M.E.; Al-Mutairi, D.K.: Estimation of reliability from a bivariate log-normal data (2013)
  5. Rocha, Conceição; Mendonça, Teresa; Silva, Maria Eduarda: Modelling neuromuscular blockade: a stochastic approach based on clinical data (2013)
  6. Kojadinovic, Ivan; Yan, Jun: Goodness-of-fit testing based on a weighted bootstrap: a fast large-sample alternative to the parametric bootstrap (2012)
  7. Fragiadakis, Konstantinos; Meintanis, Simos G.: Goodness-of-fit tests for multivariate Laplace distributions (2011)
  8. Alva, José A.Villasenor; Estrada, Elizabeth González: A generalization of Shapiro-Wilk’s test for multivariate normality (2009)

  • Article statistics & filter:

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  • MSC classification / top
    • Top MSC classes
      • 62 Statistics
      • 65 Numerical analysis
      • 92 Applications of...
      • 93 Systems theory; control

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    • 2005 - 2009
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