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ERIC Number: EJ976190
Record Type: Journal
Publication Date: 2012
Pages: 24
Abstractor: As Provided
ISBN: N/A
ISSN: ISSN-0027-3171
EISSN: N/A
Simulating Ordinal Data
Ferrari, Pier Alda; Barbiero, Alessandro
Multivariate Behavioral Research, v47 n4 p566-589 2012
The increasing use of ordinal variables in different fields has led to the introduction of new statistical methods for their analysis. The performance of these methods needs to be investigated under a number of experimental conditions. Procedures to simulate from ordinal variables are then required. In this article, we deal with simulation from multivariate ordinal random variables. We propose a new procedure for generating samples from ordinal random variables with a prespecified correlation matrix and marginal distributions. Its features are examined and compared with those of its main competitors. A software implementation in R is also provided along with examples of its application. (Contains 6 figures and 4 tables.)
Psychology Press. Available from: Taylor & Francis, Ltd. 325 Chestnut Street Suite 800, Philadelphia, PA 19106. Tel: 800-354-1420; Fax: 215-625-2940; Web site: http://www.tandf.co.uk/journals
Publication Type: Journal Articles; Reports - Descriptive
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: N/A
Grant or Contract Numbers: N/A