Książka Model Selection Techniques for Locating Quantitative Trait Loci Andreas Baierl

Model Selection Techniques for Locating Quantitative Trait Loci

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

Język: Angielski
Oprawa: Miękka
Dostępność: Dostępna u dostawcy
Wysyłamy za 8-11 dni
220.22
Recent technological advances in genetics pose new§challenging problems to statistical methodology....

Informacje o książce

Język
Angielski
Oprawa
Książka - Miękka
Data wydania
2008
strony
96
EAN
9783838101224
ISBN
3838101227
Enbook ID
06883303
Waga
141
Wymiary
152 x 229 x 5

Pełny opis

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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