Sentence examples for marker regression approach from inspiring English sources

A single marker regression approach was applied using the following model: yij = μ + ROH4Mbj + eij (Model 3) where yij refers to the yield deviation for MY, FY, PY, or CI and μ is the intercept, ROH4Mbj is the ROH4Mb status for SNPj and eij is the random residual.

In this study interval mapping with multiple-marker regression approach was extended to analyse multiple chromosomes simultaneously.

The objective of this study was to identify regions of the bovine genome associated with carcass performance traits using two statistical approaches: a single marker regression and multi-locus Bayesian approach.

In order to take into account the LD between markers, we used in addition to a single marker approach a multiple forward regression approach to identify based on the above described PK model those marker combinations, which explain best the genotypic variation.

The RKHS regression approach and the RBFNN implicitly map marker effects into a high-dimensional feature space that utilizes non-additive genetic effects.

For simplicity, we confine our attention to the technique of marker regression, although this work is easily extended to any approach in which a finite number of single hypotheses are considered (e.g., interval mapping on a finite grid).

It outperformed the homoscedastic ridge regression approach for best linear unbiased prediction in particular for situations with high marker density and strong linkage disequilibrium along the chromosomes, a situation that occurs often in plant breeding populations.

single marker regression.

The regression approach used is simply OLS.

This approach is henceforth referred to as 'Regression 1' approach.

The linear regression models were fit using ordinary least squares regression approach bA two-staged regression approach was used.