Economic indicators for automobile claim frequencies

Abstract: This article examines the relationship between observed claim frequencies in the automobile insurance line and the evolution of selected economic magnitudes. From a variety of economic variables, we aim to identify the main factors affecting claim frequencies, while controlling for other l...

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Autores principales: Boj,Eva, Castañer,Anna, Claramunt,M. Merce, Costa,Teresa, Roch,Oriol
Lenguaje:English
Publicado: Universidad de Chile. Departamento de Economía 2019
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Acceso en línea:http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-52862019000200245
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spelling oai:scielo:S0718-528620190002002452020-01-07Economic indicators for automobile claim frequenciesBoj,EvaCastañer,AnnaClaramunt,M. MerceCosta,TeresaRoch,Oriol Categories of vehicles dynamic regression external predictors motor insurance time series Abstract: This article examines the relationship between observed claim frequencies in the automobile insurance line and the evolution of selected economic magnitudes. From a variety of economic variables, we aim to identify the main factors affecting claim frequencies, while controlling for other legislative and demographic factors. Through a dynamic regression model, the analysis is conducted for three different categories of vehicles and for a variety of coverages. A comprehensive dataset from the main Spanish insurance companies is used to calibrate the model. The evidence might assist companies to improve ratemaking.info:eu-repo/semantics/openAccessUniversidad de Chile. Departamento de EconomíaEstudios de economía v.46 n.2 20192019-12-01text/htmlhttp://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-52862019000200245en10.4067/S0718-52862019000200245
institution Scielo Chile
collection Scielo Chile
language English
topic Categories of vehicles
dynamic regression
external predictors
motor insurance
time series
spellingShingle Categories of vehicles
dynamic regression
external predictors
motor insurance
time series
Boj,Eva
Castañer,Anna
Claramunt,M. Merce
Costa,Teresa
Roch,Oriol
Economic indicators for automobile claim frequencies
description Abstract: This article examines the relationship between observed claim frequencies in the automobile insurance line and the evolution of selected economic magnitudes. From a variety of economic variables, we aim to identify the main factors affecting claim frequencies, while controlling for other legislative and demographic factors. Through a dynamic regression model, the analysis is conducted for three different categories of vehicles and for a variety of coverages. A comprehensive dataset from the main Spanish insurance companies is used to calibrate the model. The evidence might assist companies to improve ratemaking.
author Boj,Eva
Castañer,Anna
Claramunt,M. Merce
Costa,Teresa
Roch,Oriol
author_facet Boj,Eva
Castañer,Anna
Claramunt,M. Merce
Costa,Teresa
Roch,Oriol
author_sort Boj,Eva
title Economic indicators for automobile claim frequencies
title_short Economic indicators for automobile claim frequencies
title_full Economic indicators for automobile claim frequencies
title_fullStr Economic indicators for automobile claim frequencies
title_full_unstemmed Economic indicators for automobile claim frequencies
title_sort economic indicators for automobile claim frequencies
publisher Universidad de Chile. Departamento de Economía
publishDate 2019
url http://www.scielo.cl/scielo.php?script=sci_arttext&pid=S0718-52862019000200245
work_keys_str_mv AT bojeva economicindicatorsforautomobileclaimfrequencies
AT castaneranna economicindicatorsforautomobileclaimfrequencies
AT claramuntmmerce economicindicatorsforautomobileclaimfrequencies
AT costateresa economicindicatorsforautomobileclaimfrequencies
AT rochoriol economicindicatorsforautomobileclaimfrequencies
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