PROSPECTIVE MORTALITY TABLE USING THE LEE-CARTER METHOD BASED ON HISTORICAL MORTALITY TABLE

Mortality tables are used for life insurance calculations, such as calculating premiums and reserves. Each year the values on the mortality table will change, this change is because the chance of a person's death each year is uncertain. The result of changes in the values in the mortality table...

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Main Author: Dini Utami, Meilinda
Format: Theses
Language:Indonesia
Online Access:https://digilib.itb.ac.id/gdl/view/54813
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Institution: Institut Teknologi Bandung
Language: Indonesia
id id-itb.:54813
spelling id-itb.:548132021-06-07T08:23:49ZPROSPECTIVE MORTALITY TABLE USING THE LEE-CARTER METHOD BASED ON HISTORICAL MORTALITY TABLE Dini Utami, Meilinda Indonesia Theses mortality table, forecasting, Lee-Carter INSTITUT TEKNOLOGI BANDUNG https://digilib.itb.ac.id/gdl/view/54813 Mortality tables are used for life insurance calculations, such as calculating premiums and reserves. Each year the values on the mortality table will change, this change is because the chance of a person's death each year is uncertain. The result of changes in the values in the mortality table will affect the calculation of life insurance because the calculation requires the values in the mortality table such as ???????? and ????????. In this thesis, the author will predict the probability values in the mortality table using the Lee-Carter method and see their effect on the calculation of premium reserves. This method is implemented in USA mortality data from 2007-2018 with 2007-2016 data used as training data and 2017-2018 as validation data. The simulation results show that the best forecasting result is by using the mortality table data for the past 9 years, with the error size ????????,2017 is 0.001812 and ????????,2018 is 0.003667 while the amount of premium reserves calculated using the forecasted mortality table is smaller than using the existing mortality table. text
institution Institut Teknologi Bandung
building Institut Teknologi Bandung Library
continent Asia
country Indonesia
Indonesia
content_provider Institut Teknologi Bandung
collection Digital ITB
language Indonesia
description Mortality tables are used for life insurance calculations, such as calculating premiums and reserves. Each year the values on the mortality table will change, this change is because the chance of a person's death each year is uncertain. The result of changes in the values in the mortality table will affect the calculation of life insurance because the calculation requires the values in the mortality table such as ???????? and ????????. In this thesis, the author will predict the probability values in the mortality table using the Lee-Carter method and see their effect on the calculation of premium reserves. This method is implemented in USA mortality data from 2007-2018 with 2007-2016 data used as training data and 2017-2018 as validation data. The simulation results show that the best forecasting result is by using the mortality table data for the past 9 years, with the error size ????????,2017 is 0.001812 and ????????,2018 is 0.003667 while the amount of premium reserves calculated using the forecasted mortality table is smaller than using the existing mortality table.
format Theses
author Dini Utami, Meilinda
spellingShingle Dini Utami, Meilinda
PROSPECTIVE MORTALITY TABLE USING THE LEE-CARTER METHOD BASED ON HISTORICAL MORTALITY TABLE
author_facet Dini Utami, Meilinda
author_sort Dini Utami, Meilinda
title PROSPECTIVE MORTALITY TABLE USING THE LEE-CARTER METHOD BASED ON HISTORICAL MORTALITY TABLE
title_short PROSPECTIVE MORTALITY TABLE USING THE LEE-CARTER METHOD BASED ON HISTORICAL MORTALITY TABLE
title_full PROSPECTIVE MORTALITY TABLE USING THE LEE-CARTER METHOD BASED ON HISTORICAL MORTALITY TABLE
title_fullStr PROSPECTIVE MORTALITY TABLE USING THE LEE-CARTER METHOD BASED ON HISTORICAL MORTALITY TABLE
title_full_unstemmed PROSPECTIVE MORTALITY TABLE USING THE LEE-CARTER METHOD BASED ON HISTORICAL MORTALITY TABLE
title_sort prospective mortality table using the lee-carter method based on historical mortality table
url https://digilib.itb.ac.id/gdl/view/54813
_version_ 1822929728808419328