Fast empirical Bayesian LASSO for multiple quantitative trait locus mapping

被引：0
作者：
Xiaodong Cai
Anhui Huang
Shizhong Xu
机构：
[1] University of Miami,Department of Electrical and Computer Engineering
[2] University of California,Department of Botany and Plant Sciences
来源：
BMC Bioinformatics | / 12卷
关键词：
Relevance Vector Machine; Markov Chain Monte Carlo Simulation; Multiple Quantitative Trait Locus; Uniform Prior Distribution; False Positive Effect;
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[1]  
Carlborg Ö(2004)Epistasis: too often neglected in complex trait studies? Nat Rev Genet 5 618-625
[2]  
Haley CS(1978)Estimating the dimension of a model Ann Stat 6 461-464
[3]  
Schwarz G(1970)Ridge regression: Biased estimation for nonorthogonal problems Technometrics 12 55-67
[4]  
Hoerl AE(1996)Regression Shrinkage and Selection Via the Lasso J R Statistical Soc Ser B 58 267-288
[5]  
Kennard RW(2009)A review of Bayesain variable selection methods: what, how and which Bayesian Analysis 4 85-118
[6]  
Tibshirani R(2003)Estimating polygenic effects using markers of the entire genome Genetics 163 789-801
[7]  
O'Hara RB(2005)Bayesian shrinkage estimation of quantitative trait loci parameters Genetics 170 465-480
[8]  
Sillanpää MJ(2006)Bayesian mapping of genotype × expression interactions in quantitative and qualitative traits Heredity 97 4-18
[9]  
Xu S(2007)Bayesian Multiple Quantitative Trait Loci Mapping for Complex Traits Using Markers of the Entire Genome Genetics 176 2529-2540
[10]  
Wang H(2008)Bayesian LASSO for quantitative trait loci mapping Genetics 179 1045-1055
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