High-Dimensional Density Estimation via SCA: An Example in the Modelling of Hurricane Tracks

Susan M. Buchman, Ann B. Lee, Chad M. Schafer

We present nonparametric techniques for constructing and verifying density estimates from high-dimensional data whose irregular dependence structure cannot be modelled by parametri…