Citation: Duan J, Zhang J, Liu L and Wen Y (2022) A guidance of model selection for genomic prediction based on linear mixed models for complex traits. Front. Genet. 13:1017380. doi: ...

This paper studies a new intra prediction method based on a linear model for improving the intra prediction performance of Versatile Video Coding (H.266/VVC) standard. The Linear Model-based Intra ...

Cross-component Linear Model (CCLM) chroma intra prediction assumes a linear correlation between the luma and chroma components in a coding block. With this assumption, the chroma components can be ...

1 Department of Statistics, University of Auckland, Auckland, New Zealand; 2 Department of Health Statistics, School of Public Health, Shanxi Medical University, Taiyuan, China; Motivation: ...

In finance, linear regression models are used to predict stock prices based on historical data, where factors like earnings and market volatility are considered. 2.

This repository provides a sales prediction model using linear regression for an advertising dataset. The model aims to predict sales based on various advertising channels, such as TV, radio, and ...

A project using linear regression to predict Bitcoin prices based on historical data. Includes data preprocessing, feature selection, and model training to forecast future price trends. Visualizes ...

Amid the wave of the digital age, advanced technologies such as big data, artificial intelligence, and cloud computing are driving precise analysis and forecasting across various fields. This paper ...