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Volume Measures for Linkage Disequilibrium
Yuguo Chen, University of Illinois at Urbana-Champaign
Chia-Ho Lin, UCLA Department of Statistics
Chiara Sabatti, UCLA Department of Human Genetics
ABSTRACT: We discuss the value of volume measures for linkage disequilibrium, showing how they are robust to small sample variation and easily generalized to multi-allelic markers. In particular we introduce Dvol, a volume analogue to D' and show that it performs substantially better when the sample size is small to moderate. Mvol is proposed as a generalization of this measure to multi-allelic markers. Finally a measure based on homozygosity Hvol is suggested as a generalization of R^2. To evaluate these measures, we introduce a sequential importance sampling algorithm. We illustrate their performance on simulated and real data.
SUGGESTED CITATION: Yuguo Chen, Chia-Ho Lin, and Chiara Sabatti,
"Volume Measures for Linkage Disequilibrium"
(April 1, 2006).
Department of Statistics, UCLA.
Department of Statistics Papers.
Paper 2006040101.
http://repositories.cdlib.org/uclastat/papers/2006040101
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