| ชื่อเรื่อง | : | Genomic selection using a fast EM algorithm. Part 1, |
| นักวิจัย | : | Shepherd, Ross K. , Woolliams, John A. |
| คำค้น | : | Genetic algorithms. , Genomics. , Genetic markers. , Applied research. , 839999 Animal Production and Animal Primary Products not elsewhere classified. , 070201 Animal Breeding. , 060412 Quantitative Genetics (incl. Disease and Trait Mapping Genetics). , 010401 Applied Statistics. , Genomic selection -- EM algorithm -- SNP markers -- QTL detection -- Genomic breeding value |
| หน่วยงาน | : | Central Queensland University, Australia |
| ผู้ร่วมงาน | : | - |
| ปีพิมพ์ | : | 2552 |
| อ้างอิง | : | http://hdl.cqu.edu.au/10018/44650 , cqu:5741 |
| ที่มา | : | Shepherd, R & Woolliams, J 2009, 'Genomic selection using a fast EM algorithm: 1. understanding the methodology.' in Safari, Alex; Pattie, Bill; and Restall, Barrie (eds.) Matching Genetics and Environment a New Look at an Old Topic. Barossa Valley, South Australia, 28 Sept to 1 October, pp. 80-83. |
| ความเชี่ยวชาญ | : | - |
| ความสัมพันธ์ | : | Proceedings of the eighteenth conference : Matching genetics and environment : a new look at an old topic ; Barossa Valley, S.A., Australia, 28th September - 1st October 2009. Roseworthy, South Australia. : Association for the Advancement of Animal Breeding and Genetics, 2009. p. 80-83 4 pages Refereed 1328-3227 9780646521039 , ACQUIRE [electronic resource] : Central Queensland University Institutional Repository. |
| ขอบเขตของเนื้อหา | : | - |
| บทคัดย่อ/คำอธิบาย | : | The paper uses the technical computer software Mathematica® to explain the features inherent in the procedure emBayesB which is a fast EM algorithm for implementing genomic selection by mapping QTL in genome-wide dense SNP marker data. The prior mixture for a SNP effect and the bimodal shape of the posterior distribution of a SNP effect are displayed graphically, along with visualisations and calculations of how emBayesB estimates genomic breeding values. The companion paper (Shepherd et al. 2009) uses emBayesB to analyse simulated data. |
| บรรณานุกรม | : |
Shepherd, Ross K. , Woolliams, John A. . (2552). Genomic selection using a fast EM algorithm. Part 1,.
กรุงเทพมหานคร : Central Queensland University, Australia. Shepherd, Ross K. , Woolliams, John A. . 2552. "Genomic selection using a fast EM algorithm. Part 1,".
กรุงเทพมหานคร : Central Queensland University, Australia. Shepherd, Ross K. , Woolliams, John A. . "Genomic selection using a fast EM algorithm. Part 1,."
กรุงเทพมหานคร : Central Queensland University, Australia, 2552. Print. Shepherd, Ross K. , Woolliams, John A. . Genomic selection using a fast EM algorithm. Part 1,. กรุงเทพมหานคร : Central Queensland University, Australia; 2552.
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