Advanced search
Publication Cover
The American Statistician Volume 49, 1995 - Issue 2
Submit an article Journal homepage
86
Views
19
CrossRef citations to date
0
Altmetric
General

Generating Multivariate Categorical Variates Using the Iterative Proportional Fitting Algorithm

Stephen J. Gange Department of Epidemiology, Johns Hopkins University, Baltimore, MD, 21205, USA
Pages 134-138 | Received 01 Nov 1993, Published online: 27 Feb 2012

Citations (19)

Keep up to date with the latest research on this topic with citation updates for this article.

Subscribe to citation updates

Read on this site (15)

Wei Jiang, Shuang Song, Lin Hou & Hongyu Zhao. (2021) A Set of Efficient Methods to Generate High-Dimensional Binary Data With Specified Correlation Structures. The American Statistician 75:3, pages 310-322.
Read now
Jiannan Lu. (2019) On finite-population Bayesian inferences for 2 factorial designs with binary outcomes. Journal of Statistical Computation and Simulation 89:5, pages 927-945.
Read now
Anup Amatya & Hakan Demirtas. (2015) MultiOrd: An R Package for Generating Correlated Ordinal Data. Communications in Statistics - Simulation and Computation 44:7, pages 1683-1691.
Read now
Hakan Demirtas & Yasemin Yavuz. (2015) Concurrent Generation of Ordinal and Normal Data. Journal of Biopharmaceutical Statistics 25:4, pages 635-650.
Read now
Matthew W. Guerra & Justine Shults. (2014) A Note on the Simulation of Overdispersed Random Variables With Specified Marginal Means and Product Correlations. The American Statistician 68:2, pages 104-107.
Read now
Hyun Jip Choi. (2008) A Simple Method for Constructing Multidimensional Distributions of Correlated Categorical Data. Communications in Statistics - Simulation and Computation 37:7, pages 1377-1384.
Read now
Yichuan Zhao & Wen Jian. (2007) Analysis of Longitudinal Data in the Case–Control Studies via Empirical Likelihood. Communications in Statistics - Simulation and Computation 36:3, pages 565-578.
Read now
ChristopherR. Bilder & ThomasM. Loughin. (2007) Modeling Association Between Two or More Categorical Variables that Allow for Multiple Category Choices. Communications in Statistics - Theory and Methods 36:2, pages 433-451.
Read now
Hakan Demirtas. (2006) A method for multivariate ordinal data generation given marginal distributions and correlations. Journal of Statistical Computation and Simulation 76:11, pages 1017-1025.
Read now
M.A. Al Osh & S.J. Lee. (2001) A simple approach for generating correlated binary variates . Journal of Statistical Computation and Simulation 70:3, pages 231-255.
Read now
Christopher R. Bilder, Thomas M. Loughin & Dan Nettleton. (2000) Multiple Marginal Independence Testing for Pick Any/C Variables. Communications in Statistics - Simulation and Computation 29:4, pages 1285-1316.
Read now
Wendy B. London & Chris Gennings. (1999) Simulation of multivariate gamma data with exponential marginals for independent clusters. Communications in Statistics - Simulation and Computation 28:2, pages 487-500.
Read now
Chul. Gyu Park & Dong Wan Shin. (1998) An algorithm for generating correlated random variables in a class of infinitely divisible distributions. Journal of Statistical Computation and Simulation 61:1-2, pages 127-139.
Read now
Thomas R. Stiger, Andrzej S. Kosinski, Huiman X. Barnhart & David G. Kleinbaum. (1998) Anova for repeated ordinal data with small sample size? a comparison of anova, manova, wls and gee methods by simulation. Communications in Statistics - Simulation and Computation 27:2, pages 357-375.
Read now
Chul Gyu Park, Taesung Park & Dong Wan Shin. (1996) A Simple Method for Generating Correlated Binary Variates. The American Statistician 50:4, pages 306-310.
Read now

Articles from other publishers (4)

Thomas SuesseMohammad-Reza Namazi-RadPayam Mokhtarian & Johan Barthélemy. (2017) Estimating Cross-Classified Population Counts of Multidimensional Tables: An Application to Regional Australia to Obtain Pseudo-Census Counts. Journal of Official Statistics 33:4, pages 1021-1050.
Crossref
Yupeng Li & Clayton V. Deutsch. (2012) Implementation of the Iterative Proportion Fitting Algorithm for Geostatistical Facies Modeling. Natural Resources Research 21:2, pages 221-231.
Crossref
Reza Modarres. (2011) High-dimensional generation of Bernoulli random vectors. Statistics & Probability Letters 81:8, pages 1136-1142.
Crossref
Peter L. BonatePeter L. Bonate. 2011. Pharmacokinetic-Pharmacodynamic Modeling and Simulation. Pharmacokinetic-Pharmacodynamic Modeling and Simulation 489 581 .

Reprints and Corporate Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

To request a reprint or corporate permissions for this article, please click on the relevant link below:

Order Reprints Request Corporate Permissions

Academic Permissions

Please note: Selecting permissions does not provide access to the full text of the article, please see our help page How do I view content?

Obtain permissions instantly via Rightslink by clicking on the button below:

Request Academic Permissions

If you are unable to obtain permissions via Rightslink, please complete and submit this Permissions form. For more information, please visit our Permissions help page.

Related research

People also read lists articles that other readers of this article have read.

Recommended articles lists articles that we recommend and is powered by our AI driven recommendation engine.

Cited by lists all citing articles based on Crossref citations.
Articles with the Crossref icon will open in a new tab.