Principal Component Analysis (PCA)
StatQuest: PCA main ideas in only 5 minutes!!!
Visualizing Principal Component Analysis (PCA)
MIA Primer: James Zou, Contrastive PCA
Contrastive PCA: Overview
MIA: Christina Chen, PCA and stratification in GWAS; Alex Bloemendal, primer on random matrix theory
Network Meta-analysis w/ Dr. Ulrich Mansmann (E8 Methods Primer)
How a Bullet Works 3D Animation
Introduction to Ordination
Introduction to data analysis, Ordination in reduced space (PCA)
How to perform PCA on single-cell RNA-Seq data in three simple steps
Principal Component Analysis 2 Theory (2/2)
MPG Primer: Understand Single Cell ATAC-Seq Data Analysis (2024)
Advanced Topics II (Module #6)
BITC/PCA_6 - Primer on Distributional Ecology
MIA: Peter Carbonetto, Learning the "parts" of cells using topic models; Primer by Abhishek Sarkar
IQ TEST
What is epigenetics? - Carlos Guerrero-Bosagna
14.1. Multivariate Gradient Analysis: CanCor, CCA, RDA (mv690, gradient1)
What is Time Series Analysis?