A General Framework of Online Updating Variable Selection for Generalized Linear Models with Streaming Datasets

Xiaoyu Ma, Lu Lin, Yujie Gai

In the research field of big data, one of important issues is how to recover the sequentially changing sets of true features when the data sets arrive sequentially. The paper prese…