Topic: Statistical Methods for Single-Cell RNA Sequencing

Worked Donor-Level Analysis of a Cell-Type Shift

Worked Comparison of Community Detection Methods

Worked Log-Ratio Contrast for Three Cell Types

Worked Example: Constructing a Weighted Cell Graph

Why the Adjusted Rand Index Corrects Chance Agreement

Within-Donor Covariance

Worked Example of Tissue-Specific Reference Mismatch

Worked Comparisons of Donor-Aware Analyses

Why PCA Maximizes Variance and Minimizes Reconstruction Error

Worked Example of Uncertain PBMC Annotation