An Expectation Maximization Algorithm for High-Dimensional Model Selection for the Ising Model with Misclassified States

David G. Sinclair, Giles Hooker

We propose the misclassified Ising Model; a framework for analyzing dependent binary data where the binary state is susceptible to error. We extend the theoretical results of the m…