GEBV Blend

Blend a genomic estimated breeding value and a pedigree estimated breeding value using a weighted average.

Description

Blend a genomic estimated breeding value and a pedigree estimated breeding value using a weighted average.

GEBV Blend is a focused biology tool that blend a genomic estimated breeding value and a pedigree estimated breeding value using a weighted average. It calculates locally from the values you enter and exposes the result without changing the source observations.1

When to use GEBV Blend

Use GEBV Blend when you need to blend a genomic estimated breeding value and a pedigree estimated breeding value using a weighted average. Enter Genomic EBV, Genomic weight, and Pedigree EBV using the definitions and units below so the result can be reproduced.

Genomic EBV
Signed genomic estimated breeding value.
Genomic weight
Weight given to the genomic component.
Pedigree EBV
Signed pedigree-based estimated breeding value.

How GEBV Blend calculates the result

The published tool contract uses this rule: Blend a genomic estimated breeding value and a pedigree estimated breeding value using a weighted average.

GEBV
The calculated gebv.

Limitations of GEBV Blend

The output is an estimate tied to the stated model and coefficients; it is not a direct measurement and should retain that label when reported. Genomic weight must remain between 0 and 1.

Alternative or Complementary measurements

Retain the original Genomic EBV, Genomic weight, and Pedigree EBV values and their units alongside the result. EBV Accuracy is useful when you instead need to convert an estimated breeding value reliability into the accuracy correlation as the square root of the reliability. Breeding Value EBV provides another view by helping you estimate an individual breeding value as heritability times the signed phenotype deviation from the population mean.

References

  1. Plant breeding — Wikipedia contributors

Similar or alternative tools

  • EBV Accuracy

    Convert an estimated breeding value reliability into the accuracy correlation as the square root of the reliability.

  • Breeding Value EBV

    Estimate an individual breeding value as heritability times the signed phenotype deviation from the population mean.

  • VanRaden Genomic Relationship

    Calculate one off-diagonal genomic relationship using VanRaden's first-method scaling: the cross-product of centered marker genotypes divided by twice the sum of p(1−p) across markers. Negative estimates are possible after centering.

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