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We design algorithms with linear time complexity with respect to the dimension for three commonly studied correlation structures, including exchangeable, decayingproduct and Kdependent correlation structures, and extend the algorithms to generate binary data of general nonnegative correlation matrices with quadratic time complexity. Jiang, W., Song, S., Hou, L. and Zhao, H. "A set of efficient methods to generate highdimensional binary data with correlation structures." Submitted.
Package details 


Author  Shuang Song [aut, cre], Wei Jiang [aut], Lin Hou [aut] and Hongyu Zhao [aut] 
Maintainer  Shuang Song <[email protected]> 
License  GPL3 
Version  0.3.3 
Package repository  View on CRAN 
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