ordinalgmifs: Ordinal Regression for High-dimensional Data. This package provides a function for fitting cumulative link, adjacent category, forward and backward continuation ratio, and stereotype ordinal response models when the number of parameters exceeds the sample size, using the the generalized monotone incremental forward stagewise method.

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  1. Leha, Andreas: Statistical methods to enhance clinical prediction with high-dimensional data and ordinal response (2015)