Random fields beyond the null: building models from critical points
Jonathan Taylor, Stanford University
Random field theory (RFT) has proven successful at understanding the null behavior of smooth random fields under the null / centered model. The main tool used in such analyses is the Kac-Rice formula that essentially enables description of a Palm theory for the process. Using the Kac-Rice framework, we consider inference in models derived from the critical points of the process itself.