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Ilaria Lucrezia Amerise

Author's books

Density-weighted quantile regression newdigital
format: Article | STATISTICA & APPLICAZIONI - 2020 - 1
Year: 2020
This study proposes a new weighted quantile regression method through the introduction of weights based on a recursive estimation of the density function of residuals. The new estimators are strictly related to the quantity quantile method introduced by Radaelli and Zenga in 2006...
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Clustering panels of short time series digital
format: Article | STATISTICA & APPLICAZIONI - 2017 - 1
Year: 2017
This article deals with the cluster analysis of panels of short time series which are gathered by observing a fixed set of units at regular intervals of time. Given the reduced length of time series, we follow a non-model-based strategy in which the priority is to assign a value to the dissimilarity between the observed time series themselves rather than to the processes that generate those time series...
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