Weak signal identification and inference in penalized likelihood models for categorical responses

Yuexia Zhang, Peibei Shi, Zhongyi Zhu +2

Penalized likelihood models are widely used to simultaneously select variables and estimate model parameters. However, the existence of weak signals can lead to inaccurate variable…