Tu, W. and Subedi, S. 2023. Penalized logistic normal multinomial factor analyzers for high dimensional compositional data. Journal of Statistical Research . 56, 2 (Jul. 2023), 185–216. DOI:https://doi.org/10.3329/jsr.v56i2.67469.