From: Experimental design, preprocessing, normalization and differential expression analysis of small RNA sequencing experiments
Method
Computational complexity
Control required
Units normalized
Total count scaling
Low
No
Reads
Quantile-based scaling
Medium
TMM
High
Yes
Linear regression
Nonlinear regression
Very high
Genomic windows