-
Statistical Method mcRigor Enhances the Rigor of Metacell Partitioning in Single-Cell Data Analysis
Data SciencemcRigor detects dubious metacells within each metacell partition and selects the optimal metacell partitioning method…
6 min read -
Unraveling Spatially Variable Genes: A Statistical Perspective on Spatial Transcriptomics
Data ScienceThe article was written by Guanao Yan, Ph.D. student of Statistics and Data Science at…
6 min read -
Statistical Method scDEED Detects Dubious t-SNE and UMAP Embeddings and Optimizes Hyperparameters
StatisticsscDEED assigns a reliability score to each 2D embedding to indicate how much the data…
8 min read -
Complexities should not be added unless necessary.
11 min read -
Sanity check by permutation should be done for large samples
4 min read
