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, ...

But once you add at least one independent variable, like fuel prices or travellers’ purchasing power, this would be an example of multiple regression analysis. #2 Lasso regression Source: cvxpy.org ...

Cun-Hui Zhang, Jian Huang, The Sparsity and Bias of the Lasso Selection in High-Dimensional Linear Regression, The Annals of Statistics, Vol. 36, No. 4 (Aug., 2008), pp. 1567-1594 ...

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 ...