Kaiser, Sebastian; Träger, Dominik; Leisch, Friedrich
(22. Februar 2011):
Generating Correlated Ordinal Random Values.
Department of Statistics: Technical Reports, Nr. 94
Ordinal variables appear in many field of statistical research. Since working with simulated data is an accepted technique to improve models or test results there is a need for providing correlated ordinal random values with certain properties like marginal distribution and correlation structure. The present paper describes two methods for generating such values: binary conversion and a mean mapping approach. The algorithms of the two methods are described and some examples of the outcomes are shown.