Introduction to BatchQC2 months ago
Introduction | Installation | Bioconductor Version | Github Version | Load BatchQC and Launch Shiny App | Example Usage | 1. Upload data set | 2. Normalization/Batch Correction/Data Distribution Check | Data Distribution Check | AIC | Negative Binomial GoF | Apply Normalization methods | Apply Batch Effect Correction | 3. Experimental Design | Batch Design | Confounding Statistics | Pearson Correlation Coefficient | Cramer's V | 4. lambda/Variation Analysis | 5. kBET | 6. Visualizations | Heatmaps | Sample Correlations | Heatmap | Dendrograms | Dendrogram | Circular Dendrogram | PCA Analysis | UMAP Analysis | 7. Differential Expression Analysis | Volcano Plot | 8. Data Download | Conclusion | Session info