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Article

Genomic predictions for yield traits in US Holsteins with unknown parent groups.

Journal of dairy science - 1 May 2021

Cesarani A, Masuda Y, Tsuruta S, Nicolazzi E L, VanRaden P M, Lourenco D, Misztal I

Abstract excerpt

The objective of this study was to assess the reliability and bias of estimated breeding values (EBV) from traditional BLUP with unknown parent groups (UPG), genomic EBV (GEBV) from single-step genomic BLUP (ssGBLUP) with UPG for the pedigree relationship matrix (A) only (SS_UPG), and GEBV from ssGBLUP with UPG for both A and the relationship matrix among genotyped animals (A22; SS_UPG2) using 6 large...

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Identifiers

PMID: 33663836
DOI: 10.3168/jds.2020-19789

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PubMed metadata and Literature Corpus relationships. Corpus snapshot updated 6 Sept 2026. Manifest publication-graph-cohort-2026-09-06.1.

Source receipt: pubmed, retrieved 6 Sept 2026.

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