Full-move connectivity conjecture for positive-marginal fibers in multiple logistic regression
Full-move connectivity conjecture for positive-marginal fibers in multiple logistic regression
Let covariates index combinations of levels, and let denote such a combination. Let be the array with at cell and at cell . Define to consist of moves satisfying
A fiber has positive response marginals when the response-variable marginal for every combination of covariates is positive. Full-move connectivity conjecture. The set of moves connects every fiber with positive response marginals for logistic regression with covariates. This is presented as the natural extension of the bivariate theorem. Parts of the bivariate proof generalize, but the arguments for Cases 3 and 5 do not currently extend to the multiple-covariate setting.
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Sources & referencesView supporting material
Primary source
Hisayuki Hara, Akimichi Takemura and Ruriko Yoshida, “On connectivity of fibers with positive marginals in multiple logistic regression”, arXiv:0810.1793 (2008).
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