Adaptive posterior convergence in sparse high dimensional clipped generalized linear models

Biraj Subhra Guha, Debdeep Pati

We develop a framework to study posterior contraction rates in sparse high dimensional generalized linear models (GLM). We introduce a new family of GLMs, denoted by clipped GLM, w…