Title: The Test Size of the Forward Search for Regression Outliers
Authors: TORTI FrancescaPERROTTA Domenico
Citation: Classification and Data Analysis 2009 - 7th Meeting of the Classification and Data Analysis Group of the Italian Statistical Society - Book of Short Papers, ISBN: 978-88-6129-406-6 p. 633-636
Publisher: CLEUP sc - Coop. Libraria Editrice Universita' di Padova
Publication Year: 2009
JRC Publication N°: JRC51612
URI: http://publications.jrc.ec.europa.eu/repository/handle/JRC51612
Type: Contributions to Conferences
Abstract: The Forward Search (FS) is a method for detecting subsets and masked outliers and for determining their effect on models fitted to the data. The goal of this work is to estimate the actual statistical size of the FS test in the regression context through a large number of simulations, for a wide set of sample sizes and some possible dimensions.
JRC Institute:Institute for the Protection and Security of the Citizen

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