Multivariate Outlier Detection and Imputation for Incomplete Survey Data

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Documentation for package ‘modi’ version 0.1.2

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

BEM	BACON-EEM Algorithm for multivariate outlier detection in incomplete multivariate survey data
bushfire	Bushfire scars.
bushfire.weights	Weights for Bushfire scars.
bushfirem	Bushfire scars with missing data.
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
lival	Living Standards Measurement Survey Albania 2012
MDmiss	Mahalanobis distance (MD) for data with missing values
modi	modi: Multivariate outlier detection for incomplete survey data.
plotIT	Plot of infection times of the EA algorithm
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