Model Selection Techniques for Locating Quantitative Trait Loci

Name: Model Selection Techniques for Locating Quantitative Trait Loci
Brand: Sudwestdeutscher Verlag Fur Hochschulschriften AG
SKU: 9783838101224
Price: 309.34 RON
Availability: InStock

Modifying the Bayesian Information Criterion for Locating Multiple Quantitative Trait Loci in Experimental Crosses

Autor: Andreas Baierl

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Editura: Sudwestdeutscher Verlag Fur Hochschulschriften AG

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Recent technological advances in genetics pose new§challenging problems to statistical methodology....

Informații despre carte

Autor

Andreas Baierl

Limbă

engleză

Legare

Carte - Carte broșată

Publicat

2008

Pagini

EAN

9783838101224

ISBN

3838101227

Enbook ID

06883303

Editura

Sudwestdeutscher Verlag Fur Hochschulschriften AG

Greutate

141

Dimensiuni

152 x 229 x 5

Descriere completă

Recent technological advances in genetics pose new§challenging problems to statistical methodology. The§genetic technique of QTL mapping deals with locating§genes that influence a quantitative character of an§organism. Within the statistical framework of model§selection, existing approaches are adapted and§modifed: The search for genetic effects is extended§to interactions between genes (i.e. epistatsis),§while taking computational performance into account.§Robust statistical methods are included in order to§cope with quantitative effects that have heavy-tailed§distribution or outliers. The performance and§applicability of all methods is assessed by extensive§simulation studies and the reanalysis of previously§published genetic data sets.

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Model Selection Techniques for Locating Quantitative Trait Loci

Modifying the Bayesian Information Criterion for Locating Multiple Quantitative Trait Loci in Experimental Crosses

Informații despre carte

Descriere completă

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