Measuring the Distance between Sets of ARMA Models

A distance between pairs of sets of autoregressive moving average (ARMA) processes is proposed. Its main properties are discussed. The paper also shows how the proposed distance finds application in time series analysis. In particular it can be used to evaluate the distance between portfolios of ARM...

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Bibliographic Details
Main Author: Umberto Triacca
Format: Article
Language:English
Published: MDPI AG 2016-07-01
Series:Econometrics
Subjects:
Online Access:http://www.mdpi.com/2225-1146/4/3/32
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spelling doaj-8db20a5607884397be9c89106c61ef622020-11-25T00:18:59ZengMDPI AGEconometrics2225-11462016-07-01433210.3390/econometrics4030032econometrics4030032Measuring the Distance between Sets of ARMA ModelsUmberto Triacca0Department of Computer Engineering, Computer Science and Mathematics, University of L’Aquila, Via Vetoio Coppito, L’Aquila I-67010, ItalyA distance between pairs of sets of autoregressive moving average (ARMA) processes is proposed. Its main properties are discussed. The paper also shows how the proposed distance finds application in time series analysis. In particular it can be used to evaluate the distance between portfolios of ARMA models or the distance between vector autoregressive (VAR) models.http://www.mdpi.com/2225-1146/4/3/32ARMA modelsdistancetime seriesVAR models
collection DOAJ
language English
format Article
sources DOAJ
author Umberto Triacca
spellingShingle Umberto Triacca
Measuring the Distance between Sets of ARMA Models
Econometrics
ARMA models
distance
time series
VAR models
author_facet Umberto Triacca
author_sort Umberto Triacca
title Measuring the Distance between Sets of ARMA Models
title_short Measuring the Distance between Sets of ARMA Models
title_full Measuring the Distance between Sets of ARMA Models
title_fullStr Measuring the Distance between Sets of ARMA Models
title_full_unstemmed Measuring the Distance between Sets of ARMA Models
title_sort measuring the distance between sets of arma models
publisher MDPI AG
series Econometrics
issn 2225-1146
publishDate 2016-07-01
description A distance between pairs of sets of autoregressive moving average (ARMA) processes is proposed. Its main properties are discussed. The paper also shows how the proposed distance finds application in time series analysis. In particular it can be used to evaluate the distance between portfolios of ARMA models or the distance between vector autoregressive (VAR) models.
topic ARMA models
distance
time series
VAR models
url http://www.mdpi.com/2225-1146/4/3/32
work_keys_str_mv AT umbertotriacca measuringthedistancebetweensetsofarmamodels
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