Additional file 5 of Machine learning-selected variables associated with CD4 T cell recovery under antiretroviral therapy in very advanced HIV infection
We investigate the difference between using an ℓ 1 penalty versus an ℓ 1 constraint in generalized eigenvalue problems arising in multivariate analysis. Our main finding is that th
Modern high-dimensional statistical inference often faces the problem of missing data. In recent decades, many studies have focused on this topic and provided strategies including complete-sample anal
The integration of machine learning methodologies has become prevalent in the development of clinical prediction models, often suggesting superior performance compared to traditional statistical techn
