MissMech: Testing Homoscedasticity, Multivariate Normality, and Missing Completely at Random

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To test whether the missing data mechanism, in a set of incompletely observed data, is one of missing completely at random (MCAR). For detailed description see Jamshidian, M. Jalal, S., and Jansen, C. (2014). "MissMech: An R Package for Testing Homoscedasticity, Multivariate Normality, and Missing Completely at Random (MCAR)," Journal of Statistical Software, 56(6), 1-31. URL http://www.jstatsoft.org/v56/i06/.

Author
Mortaza Jamshidian, Siavash Jalal, and Camden Jansen
Date of publication
2015-04-14 07:30:05
Maintainer
Mortaza Jamshidian <mori@fullerton.edu>
License
GPL (>= 2)
Version
1.0.2

View on CRAN

Man pages

agingdata
Montpetit and Bergeman Longitudinal Study on Aging Data
AndersonDarling
K-Sample Anderson Darling Test
Ddf
Hessian of the observed datat Multivariate Normal...
DelLessData
Removes groups with identical missing data patterns having at...
Hawkins
Test Statistic for the Hawkins Homoscedasticity Test
Impute
Parametric and Non-Parameric Imputation
LegNorm
Evaluating Legendre's Polynomials of Degree 1, 2, 3, or 4
MissMech-package
Testing Homoscedasticity, Multivariate Normality, and Missing...
Mls
ML Estimates of Mean and Covariance Based on Incomplete Data
OrderMissing
Order Missing Data Pattern
TestMCARNormality
Testing Homoscedasticity, Multivariate Normality, and Missing...
TestUNey
Test of Goodness of Fit (Uniformity)

Files in this package

MissMech
MissMech/inst
MissMech/inst/CITATION
MissMech/NAMESPACE
MissMech/data
MissMech/data/agingdata.rda
MissMech/R
MissMech/R/DelLessData.R
MissMech/R/Mls.R
MissMech/R/Hawkins.R
MissMech/R/Impute.R
MissMech/R/Mimpute.R
MissMech/R/AndersonDarling.R
MissMech/R/LegNorm.R
MissMech/R/TestMCARNormality.R
MissMech/R/OrderMissing.R
MissMech/R/TestUNey.R
MissMech/R/MimputeS.R
MissMech/R/Ddf.R
MissMech/MD5
MissMech/DESCRIPTION
MissMech/man
MissMech/man/DelLessData.Rd
MissMech/man/Ddf.Rd
MissMech/man/OrderMissing.Rd
MissMech/man/LegNorm.Rd
MissMech/man/AndersonDarling.Rd
MissMech/man/TestMCARNormality.Rd
MissMech/man/TestUNey.Rd
MissMech/man/Mls.Rd
MissMech/man/Hawkins.Rd
MissMech/man/agingdata.Rd
MissMech/man/Impute.Rd
MissMech/man/MissMech-package.Rd