Sparse estimation via nonconcave penalized likelihood in a factor analysis model

Kei Hirose, Michio Yamamoto

We consider the problem of sparse estimation in a factor analysis model. A traditional estimation procedure in use is the following two-step approach: the model is estimated by max…