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Linear selection indices in modern p...

Ceron-Rojas, J. Jesus.

Linear selection indices in modern plant breeding

紀錄類型:	書目-電子資源 : Monograph/item
正題名/作者:	Linear selection indices in modern plant breedingby J. Jesus Ceron-Rojas, Jose Crossa.
作者:	Ceron-Rojas, J. Jesus.
其他作者:	Crossa, Jose.
出版者:	Cham :Springer International Publishing :2018.
面頁冊數:	xxii, 256 p. :ill., digital ;24 cm.
Contained By:	Springer eBooks
標題:	Selection indexes (Plant breeding)
電子資源:	https://doi.org/10.1007/978-3-319-91223-3
ISBN:	9783319912233$q(electronic bk.)

Linear selection indices in modern plant breeding
Ceron-Rojas, J. Jesus.

Linear selection indices in modern plant breeding[electronic resource] /by J. Jesus Ceron-Rojas, Jose Crossa. - Cham :Springer International Publishing :2018. - xxii, 256 p. :ill., digital ;24 cm.

General introduction -- The linear phenotypic selection index theory -- Constrained linear phenotypic selection indices -- Constrained linear phenotypic selection indices -- Linear marker and genomic selection indices -- Linear genomic selection indices -- Constrained linear genomic selection indices -- Linear phenotypic eigen selection index methods -- Linear molecular and genomic eigen selection index methods -- Multistage linear selection indices -- Stochastic simulation of four linear phenotypic selection indices -- RIndSel: Selection indices with R.

Open access.

This open access book focuses on the linear selection index (LSI) theory and its statistical properties. It addresses the single-stage LSI theory by assuming that economic weights are fixed and known - or fixed, but unknown - to predict the net genetic merit in the phenotypic, marker and genomic context. Further, it shows how to combine the LSI theory with the independent culling method to develop the multistage selection index theory. The final two chapters present simulation results and SAS and R codes, respectively, to estimate the parameters and make selections using some of the LSIs described. It is essential reading for plant quantitative geneticists, but is also a valuable resource for animal breeders.

ISBN: 9783319912233$q(electronic bk.)

Standard No.: 10.1007/978-3-319-91223-3doiSubjects--Topical Terms:

822940
Selection indexes (Plant breeding)

LC Class. No.: QH323.5 / .C338 2018

Dewey Class. No.: 570.15195

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245 1 0 $a Linear selection indices in modern plant breeding $h [electronic resource] / $c by J. Jesus Ceron-Rojas, Jose Crossa.
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505 0 $a General introduction -- The linear phenotypic selection index theory -- Constrained linear phenotypic selection indices -- Constrained linear phenotypic selection indices -- Linear marker and genomic selection indices -- Linear genomic selection indices -- Constrained linear genomic selection indices -- Linear phenotypic eigen selection index methods -- Linear molecular and genomic eigen selection index methods -- Multistage linear selection indices -- Stochastic simulation of four linear phenotypic selection indices -- RIndSel: Selection indices with R.
506 $a Open access.
520 $a This open access book focuses on the linear selection index (LSI) theory and its statistical properties. It addresses the single-stage LSI theory by assuming that economic weights are fixed and known - or fixed, but unknown - to predict the net genetic merit in the phenotypic, marker and genomic context. Further, it shows how to combine the LSI theory with the independent culling method to develop the multistage selection index theory. The final two chapters present simulation results and SAS and R codes, respectively, to estimate the parameters and make selections using some of the LSIs described. It is essential reading for plant quantitative geneticists, but is also a valuable resource for animal breeders.
650 0 $a Selection indexes (Plant breeding) $3 822940
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650 0 $a Statistics. $3 182057
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650 2 4 $a Animal Genetics and Genomics. $3 274341
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