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Lee-Carter family of stochastic mortality models

The result's identifiers

  • Result code in IS VaVaI

    <a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F00216275%3A25410%2F14%3A39898368" target="_blank" >RIV/00216275:25410/14:39898368 - isvavai.cz</a>

  • Result on the web

  • DOI - Digital Object Identifier

Alternative languages

  • Result language

    angličtina

  • Original language name

    Lee-Carter family of stochastic mortality models

  • Original language description

    Insurance companies are affected by many different kinds of risks. In the case of life insurance there are two main risks: the investment risk and the demographic risk. The latter can be split into insurance risk due to the random deviation of the numberof deaths from its expected value, and longevity risk deriving from the improvement in mortality rates. Numbers of stochastic models have been developed to analyse the mortality improvement. This paper focuses on the family of Lee-Carter models. We usedata on male's deaths and exposures for the Czech Republic from the Human Mortality Database. We write the code associated with models in R. However, for actuaries the fitting of a model is usually only the first step and the main purpose is the forecasting of mortality.

  • Czech name

  • Czech description

Classification

  • Type

    D - Article in proceedings

  • CEP classification

    BB - Applied statistics, operational research

  • OECD FORD branch

Result continuities

  • Project

    <a href="/en/project/EE2.3.30.0058" target="_blank" >EE2.3.30.0058: Development of Research Teams at the University of Pardubice</a><br>

  • Continuities

    P - Projekt vyzkumu a vyvoje financovany z verejnych zdroju (s odkazem do CEP)

Others

  • Publication year

    2014

  • Confidentiality

    S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů

Data specific for result type

  • Article name in the collection

    Managing and modelling of financial risks: 7th international scientific conference

  • ISBN

    978-80-248-3631-7

  • ISSN

  • e-ISSN

  • Number of pages

    9

  • Pages from-to

    209-217

  • Publisher name

    Vysoká škola báňská-Technická univerzita Ostrava

  • Place of publication

    Ostrava

  • Event location

    Ostrava

  • Event date

    Sep 8, 2014

  • Type of event by nationality

    EUR - Evropská akce

  • UT code for WoS article