Sokbae Lee, Myung Hwan Seo, Youngki Shin, The lasso for high dimensional regression with a possible change point, Journal of the Royal Statistical Society. Series B (Statistical Methodology), Vol. 78, ...

We consider the estimation of regression models on strata defined using a categorical covariate, in order to identify interactions between this categorical covariate and the other predictors. A basic ...

Lasso-Cox analysis uses the “glmnet” R software package to integrate survival time, survival state, and gene expression data to screen and identify candidate ARGs for constructing prognostic models to ...

Implement Linear Regression in Python from Scratch ! In this video, we will implement linear regression in python from scratch. We will not use any build in models, but we will understand the code ...