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Algorithms and Complexity for Variants of Covariates Fine Balance
- Publication Year :
- 2020
-
Abstract
- We study here several variants of the covariates fine balance problem where we generalize some of these problems and introduce a number of others. We present here a comprehensive complexity study of the covariates problems providing polynomial time algorithms, or a proof of NP-hardness. The polynomial time algorithms described are mostly combinatorial and rely on network flow techniques. In addition we present several fixed-parameter tractable results for problems where the number of covariates and the number of levels of each covariate are seen as a parameter.
Details
- Database :
- arXiv
- Publication Type :
- Report
- Accession number :
- edsarx.2009.08172
- Document Type :
- Working Paper