Outliers and model selection: discussion of the paper by Søren Johansen and Bent Nielsen

It is argued that model selection and robust estimation should be handled jointly.Impulse indicator saturation makes that possible, but leads to the situation where there are morevariables than observations. This is illustrated by revisiting the analysis of Tobin’s food data.

Bibliographic Details
Main Authors: Doornik, J, Hendry, D
Format: Journal article
Published: Wiley 2016
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author Doornik, J
Hendry, D
author_facet Doornik, J
Hendry, D
author_sort Doornik, J
collection OXFORD
description It is argued that model selection and robust estimation should be handled jointly.Impulse indicator saturation makes that possible, but leads to the situation where there are morevariables than observations. This is illustrated by revisiting the analysis of Tobin’s food data.
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spelling oxford-uuid:ed029445-dd4c-491c-88ea-8957cdb13f7f2022-03-27T11:21:43ZOutliers and model selection: discussion of the paper by Søren Johansen and Bent NielsenJournal articlehttp://purl.org/coar/resource_type/c_dcae04bcuuid:ed029445-dd4c-491c-88ea-8957cdb13f7fSymplectic Elements at OxfordWiley2016Doornik, JHendry, DIt is argued that model selection and robust estimation should be handled jointly.Impulse indicator saturation makes that possible, but leads to the situation where there are morevariables than observations. This is illustrated by revisiting the analysis of Tobin’s food data.
spellingShingle Doornik, J
Hendry, D
Outliers and model selection: discussion of the paper by Søren Johansen and Bent Nielsen
title Outliers and model selection: discussion of the paper by Søren Johansen and Bent Nielsen
title_full Outliers and model selection: discussion of the paper by Søren Johansen and Bent Nielsen
title_fullStr Outliers and model selection: discussion of the paper by Søren Johansen and Bent Nielsen
title_full_unstemmed Outliers and model selection: discussion of the paper by Søren Johansen and Bent Nielsen
title_short Outliers and model selection: discussion of the paper by Søren Johansen and Bent Nielsen
title_sort outliers and model selection discussion of the paper by soren johansen and bent nielsen
work_keys_str_mv AT doornikj outliersandmodelselectiondiscussionofthepaperbysørenjohansenandbentnielsen
AT hendryd outliersandmodelselectiondiscussionofthepaperbysørenjohansenandbentnielsen