1. A statistical or machine learning technique where multiple dependent variables are modeled together using common predictor variables, allowing them to share underlying patterns or latent factors
The researchers used shared regression to analyze how multiple health outcomes were influenced by the same environmental factors.
Os pesquisadores utilizaram regressão compartilhada para analisar como múltiplos resultados de saúde foram influenciados pelos mesmos fatores ambientais.
2. In multivariate analysis, a regression model that estimates relationships between a set of predictor variables and multiple response variables simultaneously
Shared regression allowed the team to identify common genetic variants affecting several disease phenotypes.
A regressão compartilhada permitiu que a equipe identificasse variantes genéticas comuns que afetam vários fenótipos de doença.