Missing Data Mechanisms and Homogeneity of Means and Variances–Covariances

MCAR is not necessary for the complete cases to constitute a simple random subsample of the target sample

(2016) John C Galati et al.   STATISTICAL METHODS IN MEDICAL RESEARCH

MissMech: AnRPackage for Testing Homoscedasticity, Multivariate Normality, and Missing Completely at Random (MCAR)

(2015) Mortaza Jamshidian et al.   Journal of Statistical Software

Expectation-robust algorithm and estimating equations for means and dispersion matrix with missing data

(2014) Ke-Hai Yuan et al.   ANNALS OF THE INSTITUTE OF STATISTICAL MATHEMATICS

A Nonparametric Test of Missing Completely at Random for Incomplete Multivariate Data

(2014) Jun Li et al.   PSYCHOMETRIKA

Analysis of NMAR missing data without specifying missing-data mechanisms in a linear latent variate model

(2011) Yutaka Kano et al.   JOURNAL OF MULTIVARIATE ANALYSIS

Tests of Homoscedasticity, Normality, and Missing Completely at Random for Incomplete Multivariate Data

(2010) Mortaza Jamshidian et al.   PSYCHOMETRIKA

Normal distribution based pseudo ML for missing data: With applications to mean and covariance structure analysis

(2009) Ke-Hai Yuan   JOURNAL OF MULTIVARIATE ANALYSIS