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Forest tree breeding using genomic Markov causal models: a new approach to genomic tree breeding improvement.

Heredity - 1 May 2025

Jurcic Esteban J, Dutour Joaquín, Villalba Pamela V, Centurión Carmelo, Cantet Rodolfo J C, Munilla Sebastián, Cappa Eduardo P

Abstract excerpt

Traditionally, a pedigree-based individual-tree mixed model (ABLUP) has been used in forest genetic evaluations to identify individuals with the highest breeding values (BVs). ABLUP is a Markovian causal model, as any individual BV can be expressed as a linear regression on its parental BVs. The regression coefficients are based on the genealogical parent-offspring relationship and are equal to one-half. This...

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PMID: 40097594
DOI: 10.1038/s41437-025-00755-z
PMCID: PMC12056201

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