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DC Field | Value | Language |
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dc.contributor.advisor | Mangku, I Wayan | - |
dc.contributor.advisor | Budiarti, Retno | - |
dc.contributor.author | Guswati, Hilal | - |
dc.date.accessioned | 2021-10-04T00:45:50Z | - |
dc.date.available | 2021-10-04T00:45:50Z | - |
dc.date.issued | 2021 | - |
dc.identifier.uri | http://repository.ipb.ac.id/handle/123456789/109531 | - |
dc.description.abstract | Penting bagi suatu perusahaan asuransi untuk memperkiraan frekuensi klaim peserta asuransi di masa depan. Hal ini dapat dilakukan dengan memodelkan frekuensi klaim tersebut untuk meminimumkan kemungkinan kerugian. Terdapat beberapa faktor yang memengaruhi pendugaan frekuensi klaim. Faktor tersebut antara lain karakteristik mobil (usia kendaraan, mesin kendaraan, dan lain-lain) dan data pengemudi (usia, jenis kelamin). Dalam karya ilmiah ini frekuensi klaim tahunan dimodelkan menggunakan Generalized Linear Model (GLM) dengan mempertimbangkan faktor-faktor yang memengaruhi. Terdapat 3 model GLM, yaitu GLM1, GLM2, dan GLM3. Ketiga model tersebut didapat dengan cara mereduksi parameter yang digunakan. Model yang paling cocok adalah model GLM2 dengan nilai AIC terkecil, yaitu 254283. | id |
dc.description.abstract | It is important for insurance companies to estimate the future claims frequency. This can be done by modelling the claims frequency to minimize the risk of losses. There are several factors that have an impact on the estimation of claims frequency in the future. These factors include car characteristics (vehicle age, vehicle engine, etc.) and driver data (age, gender). In this manuscript, the frequency of annual claims is modelled using Generalized Linear Model (GLM) by considering another impactful factors. There are three GLM models, GLM1, GLM2, and GLM3. Those three models are obtained by reducing used parameter. The most suitable model is GLM2 with the smallest AIC value 254283. | id |
dc.language.iso | id | id |
dc.publisher | IPB University | id |
dc.title | Pemodelan Frekuensi Klaim pada Asuransi Kendaraan Bermotor dengan Generalized Linear Model. | id |
dc.title.alternative | Modelling Claim Frequency of Motor Vehicle Insurance with Generalized Linear Model | id |
dc.type | Undergraduate Thesis | id |
dc.subject.keyword | claims frequency | id |
dc.subject.keyword | generalized linear model | id |
dc.subject.keyword | vehicle insurance | id |
Appears in Collections: | UT - Actuaria |
Files in This Item:
File | Description | Size | Format | |
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Cover.pdf | Cover | 334.39 kB | Adobe PDF | View/Open |
G94170048_Hilal Guswati.pdf Restricted Access | Fullteks | 1.27 MB | Adobe PDF | View/Open |
Lampiran.pdf Restricted Access | Lampiran | 423.29 kB | Adobe PDF | View/Open |
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