Kim, Yoon Tae; Park, Hyun Suk - In: Journal of Multivariate Analysis 114 (2013) C, pp. 112-126
Estimating the kernel density function of a random vector taking values on Riemannian manifolds is considered. We make use of the concept of exponential map in order to define the kernel density estimator. We study the asymptotic behavior of the kernel estimator which contains geometric...