Advanced search
Publication Cover
The American Statistician Volume 75, 2021 - Issue 3
Submit an article Journal homepage
889
Views
15
CrossRef citations to date
0
Altmetric
Statistical Computing and Graphics

A Set of Efficient Methods to Generate High-Dimensional Binary Data With Specified Correlation Structures

Wei Jianga Department of Biostatistics, School of Public Health, Yale University, New Haven, CT;Correspondence[email protected]
ORCID Iconhttps://orcid.org/0000-0001-6120-5278View further author information
ORCID Icon,
Shuang Songb Center for Statistical Science, Tsinghua University, Beijing, China;;c Department of Industrial Engineering, Tsinghua University, Beijing, ChinaCorrespondence[email protected]
ORCID Iconhttps://orcid.org/0000-0002-1903-090XView further author information
ORCID Icon,
Lin Houb Center for Statistical Science, Tsinghua University, Beijing, China;;c Department of Industrial Engineering, Tsinghua University, Beijing, ChinaView further author information
&
Hongyu Zhaoa Department of Biostatistics, School of Public Health, Yale University, New Haven, CT;View further author information
Pages 310-322 | Received 10 Dec 2019, Accepted 22 Aug 2020, Published online: 16 Oct 2020

Citations (15)

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 (1)

Igor Ferreira do Nascimento. (2022) Generating and estimating dependency between binary variables. Communications in Statistics - Simulation and Computation 0:0, pages 1-10.
Read now

Articles from other publishers (14)

Sophie Vanbelle. (2024) Statistical inference for agreement between multiple raters on a binary scale. British Journal of Mathematical and Statistical Psychology 77:2, pages 245-260.
Crossref
Christopher Blier-Wong, Hélène Cossette, Sebastien Legros & Etienne Marceau. (2024) A new method to construct high-dimensional copulas with Bernoulli and Coxian-2 distributions. Journal of Multivariate Analysis 201, pages 105261.
Crossref
Wei Jiang, Ling Chen, Matthew J. Girgenti & Hongyu Zhao. (2024) Tuning parameters for polygenic risk score methods using GWAS summary statistics from training data. Nature Communications 15:1.
Crossref
Lara Maleyeff, Rui Wang, Sebastien Haneuse & Fan Li. (2023) Sample size requirements for testing treatment effect heterogeneity in cluster randomized trials with binary outcomes. Statistics in Medicine 42:27, pages 5054-5083.
Crossref
Jemar R. Bather, Nicholas J. Horton, Brent A. Coull & Paige L. Williams. (2023) The impact of correlated exposures and missing data on multiple informant models used to identify critical exposure windows. Statistics in Medicine 42:8, pages 1171-1187.
Crossref
Elias Laurin Meyer, Peter Mesenbrink, Nicholas A. Di Prospero, Juan M. Pericàs, Ekkehard Glimm, Vlad Ratziu, Elena Sena & Franz König. (2023) Designing an exploratory phase 2b platform trial in NASH with correlated, co-primary binary endpoints. PLOS ONE 18:3, pages e0281674.
Crossref
Ricardo Fraiman, Leonardo Moreno & Thomas Ransford. (2023) A quantitative Heppes theorem and multivariate Bernoulli distributions. Journal of the Royal Statistical Society Series B: Statistical Methodology.
Crossref
Xiaowei Wu & Joung Min Choi. (2023) The impact of spatial correlation on methylation entropy with application to mouse brain methylome. Epigenetics & Chromatin 16:1.
Crossref
Wei Jiang, Xiangyu Zhang, Siting Li, Shuang Song & Hongyu Zhao. (2022) An unbiased kinship estimation method for genetic data analysis. BMC Bioinformatics 23:1.
Crossref
Yuen Tsz Abby Lau & Jun Yan. (2022) Bias analysis of generalized estimating equations under measurement error and practical bias correction. Stat 11:1.
Crossref
Christopher Blier-Wong, Hélène Cossette & Etienne Marceau. (2022) Stochastic representation of FGM copulas using multivariate Bernoulli random variables. Computational Statistics & Data Analysis 173, pages 107506.
Crossref
Shuang Song, Wei Jiang, Yiliang Zhang, Lin Hou & Hongyu Zhao. (2022) Leveraging LD eigenvalue regression to improve the estimation of SNP heritability and confounding inflation. The American Journal of Human Genetics 109:5, pages 802-811.
Crossref
Shuang Song, Lin Hou & Jun S Liu. (2022) A data-adaptive Bayesian regression approach for polygenic risk prediction. Bioinformatics 38:7, pages 1938-1946.
Crossref
Tomas Macak. (2021) Stability of Dependencies of Contingent Subgroups with Merged Groups: Vaccination Case Study. Mathematics 9:22, pages 2917.
Crossref

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.