Methods

The Statistical Tools for Single-Cell RNAseq Data Analysis

Polygenic models

Polygenic models for single-cell RNAseq data

Matrix factorization

Count-based matrix factorization methods to extract the low dimension structure on scRNAseq data

Poisson Nonnegative Matrix Factorization

Negative Binomial Matrix Factorization

Sparse models

Sparse models for single-cell RNAseq data