Man pages for Linnorm
Linear model and normality based normalization and transformation method (Linnorm)
| Islam2011 | scRNA-seq data from Islam et al. 2011 |
| LIHC | Partial RNA-seq data from TCGA LIHC (Liver Hepatocellular... |
| LinearRegression | One Pass Linear Regression. |
| LinearRegressionFP | One Pass Linear Regression with fixed point. |
| Linnorm | Linnorm Normalizing Transformation Function |
| Linnorm.Cor | Linnorm-gene correlation network analysis. |
| Linnorm.DataImput | Linnorm Data Imputation Function. (In development) |
| Linnorm.HClust | Linnorm-hierarchical clustering analysis. |
| Linnorm.HVar | Linnorm-Hvar pipeline for highly variable gene discovery. |
| Linnorm.limma | Linnorm-limma pipeline for Differentially Expression Analysis |
| Linnorm.Norm | Linnorm Normalization Function |
| Linnorm.PCA | Linnorm-PCA Clustering pipeline for subpopulation Analysis |
| Linnorm.SGenes | Linnorm model stable gene selection tool. |
| Linnorm.tSNE | Linnorm t-SNE Clustering pipeline for subpopulation Analysis |
| RnaXSim | This function simulates an RNA-seq dataset based on a given... |
| SEQC | Partial RNA-seq data from SEQC/MAQC-III Sample A |
