|
Pedigree
|
Pedigree + genomics
|
---|
LRFI
|
HRFI
|
LRFI
|
HRFI
|
---|
\(Bias\) \({\overline{SBV} }_{w}-\overline{{u }_{ySBVw}}\)
| | | | |
\({SBV}_{1}\)
|
0.00
|
0.02
|
0.00
|
0.02
|
\({SBV}_{2}\)
|
0.03
|
0.00
|
0.02
|
0.00
|
\({SBV}_{3}\)
|
0.01
|
0.00
|
0.01
|
0.00
|
Dispersion \({b}_{{SBV}_{w},{u}_{ySBVw}}\)
| | | | |
\({SBV}_{1}\)
|
1.05
|
1.03
|
1.04
|
1.03
|
\({SBV}_{2}\)
|
1.03
|
1.02
|
1.03
|
1.03
|
\({SBV}_{3}\)
|
1.00
|
1.01
|
0.97
|
1.00
|
Ratio of accuracies \({\rho }_{{SBV}_{w},{u}_{ySBVw}}\)
| | | | |
\({SBV}_{1}\)
|
1.00
|
1.00
|
1.00
|
1.00
|
\({SBV}_{2}\)
|
1.00
|
0.99
|
0.99
|
0.99
|
\({SBV}_{3}\)
|
0.98
|
0.98
|
0.98
|
0.98
|
- aLongitudinal phenotypes = weekly measurements of FI analyzed with an RR model: \({FI}_{ij}={\mathbf{x}}_{ij}{\varvec{\upbeta}}+{{\beta }_{1}MBW}_{ij}+{\beta }_{2}{ADG}_{ij}+{\beta }_{3}{BFT}_{ij}+\sum_{q=0}^{2}{\mathrm{a}}_{iq}{\varphi }_{q}\left(j\right)+\sum_{q=0}^{2}{\mathrm{b}}_{iq}{\varphi }_{q}\left(j\right)+{e}_{ij}\), \({\mathrm{SBV}}_{\mathrm{l},\mathrm{i}}={\mathbf{L}}_{\mathrm{Gl}}{\mathbf{u}}_{\mathrm{i}}\), where \({\mathbf{L}}_{\mathrm{Gl}}\) is the \({l}^{th}\) eigenvector from the decomposition of the \(\mathbf{G}\) matrix
- bSummarized phenotypes:\({\mathbf{y}}_{{\mathbf{S}\mathbf{B}\mathbf{V}}_{\mathbf{l}}}={\mathbf{L}}_{\widehat{\mathbf{G}},\mathbf{l}}^{\mathbf{^{\prime}}}\left(\mathbf{F}\mathbf{I}-\mathbf{X}\widehat{{\varvec{\upbeta}}}-\widehat{{\beta }_{1}}\mathbf{M}\mathbf{B}\mathbf{W}-\widehat{{\beta }_{2}}\mathbf{A}\mathbf{D}\mathbf{G}-\widehat{{\beta }_{3}}\mathbf{B}\mathbf{F}\mathbf{T}\right)\)