histogramDS2 {dsBase}R Documentation

Computes a histogram of the input variable without plotting.


This function produces the information required to plot a histogram. This is done without allowing for bins (cells) with number of counts less than the pre-specified disclosure control set for the minimum cell size of a table. If a bin has less counts than this threshold then their counts and its density are replaced by a 0 value.


histogramDS2(xvect, num.breaks, min, max, method.indicator, k, noise)



the numeric vector for which the histogram is desired.


the number of breaks that the range of the variable is divided.


a numeric, the lower limit of the distribution.


a numeric, the upper limit of the distribution.


a number equal to either 1, 2 or 3 indicating the method of disclosure control that is used for the generation of the histogram. If the value is equal to 1 then the 'smallCellsRule' is used. If the value is equal to 2 then the 'deterministic' method is used. If the value is set to 3 then the 'probabilistic' method is used.


the number of the nearest neghbours for which their centroid is calculated if the method.indicator is equal to 2 (i.e. deterministic method).


the percentage of the initial variance that is used as the variance of the embedded noise if the method.indicator is equal to 3 (i.e. probabilistic method).


Please find more details in the documentation of the clientside ds.histogram function.


a list with an object of class histogram and the number of invalid cells


Amadou Gaye, Demetris Avraam for DataSHIELD Development Team

[Package dsBase version 5.0.0 ]