Poisson PCA: Poisson Measurement Error corrected PCA, with Application to Microbiome Data

Toby Kenney, Tianshu Huang, Hong Gu

In this paper, we study the problem of computing a Principal Component Analysis of data affected by Poisson noise. We assume samples are drawn from independent Poisson distribution…