Research materials: 2019

Machine Learning

• Cross-validation for fusion estimates
• Imputation using EM: Python implementation

Methods for Multivariate Data

• Canonical correlation analysis
• Imputing missing data using EM algorithm
• Justifying matrix derivatives
• Linear regression with multivariate response
• PCA on correlation matrix

Stochastic Processes

• Animation in R: a jumping frog
• Animation in R: the largest value until the current roll