Man pages for martinSter/modi
Multivariate Outlier Detection and Imputation for Incomplete Survey Data
| BEM | BACON-EEM Algorithm for multivariate outlier detection in... |
| bushfire | Bushfire scars. |
| bushfirem | Bushfire scars with missing data. |
| bushfire.weights | Weights for Bushfire scars. |
| EAdet | Epidemic Algorithm for detection of multivariate outliers in... |
| EA.dist | Utility function for EAdet and EAimp |
| EAimp | Epidemic Algorithm for imputation of multivariate outliers in... |
| EM.normal | EM for multivariate normal data |
| ER | Robust EM-algorithm ER |
| ER.normal | Utility for ER function |
| GIMCD | Gaussian imputation followed by MCD |
| ind.dij | Addressing function for Epidemic Algorithm |
| ind.dijs | Addressing function for Epidemic Algorithm |
| lival | Living Standards Measurement Survey Albania 2012 |
| MDmiss | Mahalanobis distance (MD) for data with missing values |
| modi | modi: Multivariate outlier detection for incomplete survey... |
| nz.min | Non-zero non-missing minimum function |
| plotIT | Plot of infection times of the EA algorithm |
| PlotMD | QQ-Plot of Mahalanobis distances |
| POEM | Nearest Neighbour Imputation with Mahalanobis distance |
| psi.lismi | psi-function |
| sepe | Sample Environment Protection Expenditure Survey. |
| sweep.operator | Sweep operator |
| TRC | Transformed rank correlations for multivariate outlier... |
| weighted.quantile | Quantiles of a weighted cdf |
| weighted.var | Weighted univariate variance coping with missing values |
| weightsum | Utility function for TRC.R among others |
| Winsimp | Winsorization followed by imputation |
