summary.micro {sdcMicro} | R Documentation |
Summary method for objects from class micro.
## S3 method for class 'micro': summary(object, ...)
object |
objects from class micro |
... |
This function computes several measures of information loss, like
meanx |
A conventional summary of the original data |
meanxm |
A conventional summary of the microaggregated data |
amean |
average relative absolute deviation of means |
amedian |
average relative absolute deviation of medians |
aonestep |
average relative absolute deviation of onestep from median |
devvar |
average relative absolute deviation of variances |
amad |
average relative absolute deviation of the mad |
acov |
average relative absolute deviation of covariances |
arcov |
average relative absolute deviation of robust (with mcd) covariances |
acor |
average relative absolute deviation of correlations |
arcor |
average relative absolute deviation of robust (with mcd) correlations |
acors |
average relative absolute deviation of rank-correlations |
adlm |
average absolute deviation of lm regression coefficients (without intersept) |
adlts |
average absolute deviation of lts regression coefficients (without intersept) |
apcaload |
average absolute deviation of pca loadings |
apppacaload |
average absolute deviation of robust (with projection pursuit approach) pca loadings |
atotals |
average relative absolute deviation of totals |
pmtotals |
average relative deviation of totals |
Additional measures of information loss will be included soon.
Matthias Templ
data(Tarragona) m1 <- microaggregation(Tarragona, method="onedims", aggr=3) ## summary(m1)