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The Causal Meaning of Genomic Predictors and How It Affects Construction and Comparison of Genome-Enabled Selection Models

Genetics

Jun 1, 2015

Bruno Dourado ValenteGuilherme J M Rosa

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Abstract

The term "effect" in additive genetic effect suggests a causal meaning. However, inferences of such quantities for selection purposes are typically viewed and conducted as a prediction task. Predictive ability as tested by cross-validation is currently the most acceptable criterion for ...read more

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  • The Causal Meaning of Genomic Predictors and How It Affects Construction and Comparison of Genome-Enabled Selection Models

    Genetics

    Jun 1, 2015

    Bruno Dourado ValenteGuilherme J M Rosa

    PMID: 25908318

    DOI: 10.1534/genetics.114.169490

    Abstract

    The term "effect" in additive genetic effect suggests a causal meaning. However, inferences of such quantities for selection purposes are typically viewed and conducted as a prediction task. Predictive ability as tested by cross-validation is currently the most acceptable criterion for ...read more

    5
    1
    54

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