In this article, I discuss the methods for generating nonnegatively correlated binary random variates. I provide a new command, rbinary, with examples showing how the command can be used.
BahadurR. R.1961. A representation of the joint distribution of responses to n dichotomus items. In Studies in Item Analysis and Prediction, ed. SolomonH., 158–168. Stanford, CA: Stanford University Press.
2.
DolnicarS., LeischF., WeingesselA., BuchtaC., and DimitriadouE.1998. A comparison of several cluster algorithms on artificial binary data scenarios from travel market segementation. Working Paper No. 7, SFB Adaptive Information Systems and Modelling in Economics and Management Science, Vienna University of Economics and Business Administration.
3.
EmrichL. J., and PiedmonteM. R.1991. A method for generating high-dimensional multivariate binary variables. American Statistician45: 302–304.
4.
LeischF., WeingesselA., and HornikK.1998. On the generation of correlated artificial binary data. Working Paper Series No. 13, SFB Adaptive Information Systems and Modeling in Economics and Management Science, Vienna University of Economics and Business Administration.
5.
ParkC. G., ParkT., and ShinD. W.1996. A simple method for generating correlated binary variates. American Statistician50: 306–310.
