Logistic regression and Ising networks: prediction and estimation when violating lasso assumptions

Lourens Waldorp, Maarten Marsman, Gunter Maris

The Ising model was originally developed to model magnetisation of solids in statistical physics. As a network of binary variables with the probability of becoming 'active' dependi…