The Rasch Sampler

Norman D. Verhelst; Reinhold Hatzinger; Patrick Mair

doi:10.18637/jss.v020.i04

The Rasch Sampler

Norman D. Verhelst, Reinhold Hatzinger, Patrick Mair

Statistics and Mathematics

Publikation: Wissenschaftliche Fachzeitschrift › Originalbeitrag in Fachzeitschrift › Begutachtung

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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.

Originalsprache	Englisch
Seiten (von - bis)	1 - 14
Fachzeitschrift	Journal of Statistical Software
Jahrgang	20
Ausgabenummer	4
DOIs	https://doi.org/10.18637/jss.v020.i04
Publikationsstatus	Veröffentlicht - 2007

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http://www.jstatsoft.org/v20/i04/paper

Zitat

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