In dleelab/iasvaExamples: iasva example data package

Real scRNA-Seq Studies

• Example 1) Detecting hidden heterogeneity in human islet alpha cells
• Example 2) Detecting cell-cycle stage difference in glioblastoma cells
• Example 3) IA-SVA based feature selection improves the performance of clustering algorithms (1)
• Example 4) IA-SVA based feature selection improves the performance of clustering algorithms (2)

Simulation Studies

• Example 5) Compare IA-SVA to factor analyses methods in terms of their ability to detect marker genes for different cell types
• Example 6) scRNA-seq Data Simulation (1)
• Example 7) scRNA-seq Data Simulation (2)

Reviewer #2 Simulations

• Reviewer #2's Simulations
• Suggested Simulations

dleelab/iasvaExamples documentation built on Aug. 16, 2022, 4:21 a.m.