Analyzing Multiple Omics Data with an Offset Approach
Calculates the offsets for the current block
Extract coefficients from a prioritylasso object
Compare the rows of a matrix with a pattern
prioritylasso with several block specifications
Construct control structures for handling of missing data for `priorit...
Predictions from prioritylasso
Patient outcome prediction based on multi-omics data taking practition...
Fits successive Lasso models for several blocks of (omics) data with different priorities and takes the predicted values as an offset for the next block. Also offers options to deal with block-wise missingness in multi-omics data.