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stat.AP2025
Penalized Linear Models for Highly Correlated High-Dimensional Immunophenotyping Data
Xiaoru Dong, Apoorva Goyal, Muxuan Liang +3
Accurate prediction and identification of variables associated with outcomes or disease states are critical for advancing diagnosis, prognosis, and precision medicine in biomedical…
stat.AP2021
Binned multinomial logistic regression for integrative cell type annotation
Keshav Motwani, Rhonda Bacher, Aaron J. Molstad
Categorizing individual cells into one of many known cell type categories, also known as cell type annotation, is a critical step in the analysis of single-cell genomics data. The…