Nature

SR-TWAS: leveraging multiple reference panels to improve transcriptome-wide association study power by ensemble machine learning

Multiple reference panels of a given tissue or multiple tissues often exist, and multiple regression methods could be used for training gene expression imputation models for transcriptome-wide ...
Nature

Improvement of college students’ higher mathematics problem solving ability based on neural network and multiple regression model

This study aims at the limitations of the evaluation of Problem Solving Ability (PSA) in college students’ advanced mathematics problem-solving. It constructs a dual-dimensional evaluation system ...