39 citations · 74 across the 13 of their papers we have counts for
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stat.AP2010★ 25 cited
Detecting and handling outlying trajectories in irregularly sampled functional datasets
Daniel Gervini
Outlying curves often occur in functional or longitudinal datasets, and can be very influential on parameter estimators and very hard to detect visually. In this article we introdu…
stat.ME2010★ 39 cited
Outlier detection and trimmed estimation for general functional data
Daniel Gervini
This article introduces trimmed estimators for the mean and covariance function of general functional data. The estimators are based on a new measure of outlyingness or data depth…