Multivariate outlier detection and imputation for incomplete survey data

Documentation for package ‘modi’ version 1.5

modi-package	Multivariate outlier detection for incomplete survey data
BEM	BACON-EEM Algorithm for multivariate outlier detection in incomplete multivariate survey data
bushfire	Bushfire scars
bushfire.weights	Bushfire scars
bushfirem	Bushfire scars
EAdet	Epidemic Algorithm for detection of multivariate outliers in incomplete survey data.
EAimp	Epidemic Algorithm for imputation of multivariate outliers in incomplete survey data.
ER	Robust EM-algorithm ER
GIMCD	Gaussian imputation followed by MCD
MDmiss	Mahalanobis distance (MD) for data with missing values.
modi-internal	Internal Functions of modi-package
plotMD	QQ-Plot of Mahalanobis distances
POEM	Nearest Neighbour Imputation with Mahalanobis distance
sepe	Sample Environment Protection Expenditure Survey
TRC	Transformed rank correlations for multivariate outlier detection
weighted.quantile	Quantiles of a weighted cdf
weighted.var	Weighted univariate variance coping with missing values
winsimp	Winsorization followed by imputation