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stat.ME2025
An empirical comparison of some outlier detection methods with longitudinal data
Marcello D'Orazio
This note investigates the problem of detecting outliers in longitudinal data. It compares well-known methods used in official statistics with proposals from the fields of data min…
stat.ME2024★ 1 cited
Gower's similarity coefficients with automatic weight selection
Marcello D'Orazio
Nearest-neighbor methods have become popular in statistics and play a key role in statistical learning. Important decisions in nearest-neighbor methods concern the variables to use…