Seyoung Kim, Eric P. Xing, TREE-GUIDED GROUP LASSO FOR MULTI-RESPONSE REGRESSION WITH STRUCTURED SPARSITY, WITH AN APPLICATION TO EQTL MAPPING, The Annals of Applied Statistics, Vol. 6, No. 3 ...

Some common techniques, listed from less complex to more complex, are: linear regression, linear lasso regression, linear ridge regression, k-nearest neighbors regression, (plain) kernel regression, ...

Some common techniques, listed from less complex to more complex, are: linear regression, linear lasso regression, linear ridge regression, k-nearest neighbors regression, (plain) kernel regression, ...

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, ...