Block selection in multiblock partial least squares for modeling genotype-phenotype relations in Saccharomyces.

Abstract excerpt

In data-based modeling, correlations between explanatory variables often lead to the formation of distinct gene blocks. This study focuses on identifying influential gene blocks and key variables within these blocks, with a particular application in mind: genotype-phenotype mapping in Saccharomyces. To overcome the challenges of a limited sample size, we use partial least squares (PLS). These gene blocks, which...

Topics

Share this publication in a Topic to start or enrich a Post.

• Share to Genetic Association Studies
• Share to Genotype
• Share to Least-Squares Analysis