Debiasing Sample Loadings and Scores in Exponential Family PCA for Sparse Count Data

Ruochen Huang, Yoonkyung Lee

Multivariate count data with many zeros frequently occur in a variety of application areas such as text mining with a document-term matrix and cluster analysis with microbiome abun…