Local angles and dimension estimation from data on manifolds

Mateo Díaz, Adolfo J. Quiroz, Mauricio Velasco

For data living in a manifold $M\subseteq {\mathbb{R}}^m$ and a point $p\in M$ we consider a statistic $U_{k,n}$ which estimates the variance of the angle between pairs of vectors $X…