Fan Xia, Jun Chen, Wing Kam Fung, Hongzhe Li, A Logistic Normal Multinomial Regression Model for Microbiome Compositional Data Analysis, Biometrics, Vol. 69, No. 4 (DECEMBER 2013), pp. 1053-1063 ...

Multinomial inverse regression is introduced as a general tool for simplifying predictor sets that can be represented as draws from a multinomial distribution, and we show that logistic regression of ...