Comparison of INSIDER with the other methods in their capabilities in accommodating different situations in the analysis of gene expression data.

In the table, we compare INSIDER with other methods, including PCA/NMF, SDA, and the GLM-based methods for DEG analysis, in their abilities to handle more than 3-dimensional data, to incorporate interaction, to allow missing data, to reduce data dimensionality, to perform differential expression analysis, and to handle multidimensional (> = 3 dimensions) data that cannot fit into tensors. (XLSX)