國立虎尾科技大學 |

Linear Selection Indices in Modern Plant Breeding

紀錄類型:	書目-語言資料,印刷品 : Monograph/item
正題名/作者:	Linear Selection Indices in Modern Plant Breeding/ by J. Jesus Céron-Rojas, José Crossa.
作者:	Céron-Rojas, J. Jesus.
其他作者:	Crossa, José.
面頁冊數:	XXII, 256 p. 45 illus. in color.online resource. :
Contained By:	Springer Nature eBook
標題:	Biostatistics. -
電子資源:	https://doi.org/10.1007/978-3-319-91223-3
ISBN:	9783319912233

Linear Selection Indices in Modern Plant Breeding
Céron-Rojas, J. Jesus.

Linear Selection Indices in Modern Plant Breeding[electronic resource] /by J. Jesus Céron-Rojas, José Crossa. - 1st ed. 2018. - XXII, 256 p. 45 illus. in color.online resource.

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

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

783654
Biostatistics.

LC Class. No.: QH323.5

Dewey Class. No.: 570.15195

Linear Selection Indices in Modern Plant Breeding
LDR:02705nam a22004215i 4500 001 988927
003 DE-He213
005 20200630154858.0
007 cr nn 008mamaa
008 201225s2018 gw | s |||| 0|eng d
020 $a 9783319912233 $9 978-3-319-91223-3
024 7 $a 10.1007/978-3-319-91223-3 $2 doi
035 $a 978-3-319-91223-3
050 4 $a QH323.5
072 7 $a PSA $2 bicssc
072 7 $a SCI086000 $2 bisacsh
072 7 $a PSA $2 thema
082 0 4 $a 570.15195 $2 23
100 1 $a Céron-Rojas, J. Jesus. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1280941
245 1 0 $a Linear Selection Indices in Modern Plant Breeding $h [electronic resource] / $c by J. Jesus Céron-Rojas, José Crossa.
250 $a 1st ed. 2018.
264 1 $a Cham : $b Springer International Publishing : $b Imprint: Springer, $c 2018.
300 $a XXII, 256 p. 45 illus. in color. $b online resource.
336 $a text $b txt $2 rdacontent
337 $a computer $b c $2 rdamedia
338 $a online resource $b cr $2 rdacarrier
347 $a text file $b PDF $2 rda
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 0 $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 Biostatistics. $3 783654
650 0 $a Plant breeding. $3 568050
650 0 $a Animal genetics. $3 895776
650 2 4 $a Plant Breeding/Biotechnology. $3 677715
650 2 4 $a Animal Genetics and Genomics. $3 668667
700 1 $a Crossa, José. $e author. $4 aut $4 http://id.loc.gov/vocabulary/relators/aut $3 1280942
710 2 $a SpringerLink (Online service) $3 593884
773 0 $t Springer Nature eBook
776 0 8 $i Printed edition: $z 9783319912226
776 0 8 $i Printed edition: $z 9783319912240
776 0 8 $i Printed edition: $z 9783030082024
856 4 0 $u https://doi.org/10.1007/978-3-319-91223-3
912 $a ZDB-2-SBL
912 $a ZDB-2-SXB
912 $a ZDB-2-SOB
950 $a Biomedical and Life Sciences (SpringerNature-11642)
950 $a Biomedical and Life Sciences (R0) (SpringerNature-43708)