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Aurélie Deveau, Anne Gégout-Petit, Clémence Karmann

Public reference bibliography and cataloged PDF materials authored or published by Aurélie Deveau, Anne Gégout-Petit, Clémence Karmann.

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Penalized polytomous ordinal logistic regression using cumulative logits. Application to network inference of zero-inflated variables

Year: 2022 • Source: hal.science • Listed PDF

We consider the problem of variable selection when the response is ordinal, that is an ordered categorical variable. In particular, we are interested in selecting quantitative explanatory variables linked with the ordina...