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To account for such an over-dispersion, we propose to use an additive logistic normal multinomial regression model to associate the covariates to bacterial composition. The model can naturally account ...
Matt Taddy, Multinomial Inverse Regression for Text Analysis, Journal of the American Statistical Association, Vol. 108, No. 503 (September 2013), pp. 755-770 ...