Mode and Ridge Estimation in Euclidean and Directional Product Spaces: A Mean Shift Approach

Yikun Zhang, Yen-Chi Chen

The set of local modes and density ridge lines are important summary characteristics of the data-generating distribution. In this work, we focus on estimating local modes and densi…