A generative penalized likelihood model jointly captures quantitative-qualitative responses and predictors to achieve accurate classification, prediction, and asymptotic optimality.
Molecular classification of Crohn's disease and ulcerative colitis patients using transcriptional profiles in peripheral blood mononuclear cells
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
stat.ME 1years
2021 1verdicts
UNVERDICTED 1representative citing papers
citing papers explorer
-
A Generative Approach to Joint Modeling of Quantitative and Qualitative Responses
A generative penalized likelihood model jointly captures quantitative-qualitative responses and predictors to achieve accurate classification, prediction, and asymptotic optimality.