Nonconcave penalized composite conditional likelihood estimation of sparse Ising models

Lingzhou Xue, Hui Zou, Tianxi Cai

The Ising model is a useful tool for studying complex interactions within a system. The estimation of such a model, however, is rather challenging, especially in the presence of hi…