51. The Rasch Sampler
- Author
-
Norman D. Verhelst
- Subjects
Markov chain Monte Carlo ,binary matrices ,fixed marginals ,nonparametric tests ,Rasch model ,Statistics ,HA1-4737 - Abstract
The Rasch sampler is an efficient algorithm to sample binary matrices with given marginal sums. It is a Markov chain Monte Carlo (MCMC) algorithm. The program can handle matrices of up to 1024 rows and 64 columns. A special option allows to sample square matrices with given marginals and fixed main diagonal, a problem prominent in social network analysis. In all cases the stationary distribution is uniform. The user has control on the serial dependency.
- Published
- 2007