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stat.ME2024
The Effective Number of Parameters in Kernel Density Estimation
Sofia Guglielmini, Igor Volobouev, Alexandre Trindade
The quest for a formula that satisfactorily measures the effective degrees of freedom in kernel density estimation (KDE) is a long standing problem with few solutions. Starting fro…
math.ST2024
On the use of the M-quantiles for outlier detection in multivariate data
Sajal Chakroborty, Ram Iyer, A. Alexandre Trindade
Defining a successful notion of a multivariate quantile has been an open problem for more than half a century, motivating a plethora of possible solutions. Of these, the approach o…