priority-Lasso-ignore | priority-Lasso-impute | Complete cases | Available cases | Prediction of new data | References

Introduction | Getting started with prioritylasso | prioritylasso - extended application | Specifying the priorities | Set a maximal number of nonzero coefficients. | Include the block with the highest priority without a penalty | Options for the cross validation procedure | Some notes on the output | Use of the function cvm_prioritylasso | Validation

Statistical background | Class prediction based high-dimensional data with small samples | Overview of CMA features | Comparison with existing packages | Example 1: Focussing on one method | Example 2: classifier comparison