Scalar-on-distribution regression via generalized odds with applications to accelerometry-assessed disability in multiple sclerosis

Pratim Guha Niyogi, Muraleetharan Sanjayan, Kathryn C. Fitzgerald +2

Distributional representations of data collected using digital health technologies have been shown to outperform scalar summaries for clinical prediction, with carefully quantified…