Swift block-updating EM and pseudo-EM procedures for Bayesian shrinkage analysis of quantitative trait loci

Author:

Mutshinda Crispin M.,Sillanpää Mikko J.

Publisher

Springer Science and Business Media LLC

Subject

Genetics,Agronomy and Crop Science,General Medicine,Biotechnology

Reference77 articles.

1. Ball RD (2001) Bayesian methods for quantitative trait loci mapping based on model selection: approximate analysis using Bayesian information criterion. Genetics 159:1351–1364

2. Bishop CM, Tipping ME (2003) Bayesian regression and classification. In: Suykens J, Horvath G, Basu S, Micchelli C, Vandewalle J (eds) Advances in learning theory: methods, models and applications, vol 190. IOS Press, NATO Science, Amsterdam, pp 267–285

3. Broman KW, Speed TP (2002) A model selection approach for the identification of quantitative trait loci in experimental crosses (with discussion). J Roy Stat Soc B 64:641–656

4. Broman KW (2001) Review of statistical methods for QTL mapping in experimental crosses. Lab Anim 30:44–52

5. Cai X, Huang A, Xu S (2011) Fast empirical Bayesian LASSO for multiple quantitative trait locus mapping. BMC Bioinform 12:211

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