In order to have the maximum posteriori estimate of the selected class label for input data, an optimal value of prior variance is needed through a rigorous training.
According to the member forces D c, H c, F sh, and F sv, calculated from Eqs. (6) to (10), the values of the strains in concrete struts and steel reinforcements are estimated for the selected V cv using Eqs.
Results suggest that perhaps 100 selected markers (about two per arm) (see methods section for marker selection scheme) are sufficient for the proposed MABS approach although additional markers will further increase accuracy of the RPG recovery estimates for the selected plants.
The probability of identical genotypes [ 52], defined as PI = ∑ pi4 + ∑(2pipj 2 was estimated for the selected loci individually, and later, for all 10 loci as a whole.
Heritability values estimated for the selected line were generally higher for traits measured in France and the difference was noticeable for body weight, egg number, laying rate and egg weight.
The matching probability or the probability of identical genotypes [ 48], defined as PI = Σ p i 4 + Σ(2 p i p j ), was estimated for the selected loci individually, and later, for all loci at once.
For parameter estimates of the selected model fitted using REML estimation, i.e., t-statistics retrieved from the summary output of the LME, see Additional file 4. P-values of the fixed effects were calculated from the F-statistics of the selected LME model, fitted using ML estimation.
Table 4 provides the estimated parameters for the selected distribution models and their goodness-of-fit test details.
