Language: | Slovenian |
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Year of publishing: | 2020 |
Typology: | 2.09 - Master's Thesis |
Organization: | UM FNM - Faculty of Natural Sciences and Mathematics |
Publisher: | [T. Navotnik] |
UDC: | 519.22(043.2) |
COBISS: | 23866371 |
Views: | 510 |
Downloads: | 62 |
Average score: | 0 (0 votes) |
Metadata: |
Secondary language: | English |
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Secondary title: | Applying generalized linear models to insurance data analysis |
Secondary abstract: | The master's thesis presents the theory of generalized linear models (GLM) and their application in the insurance industry. Based on the real insurance data of the selected insurance company, we use the GLM models to segment insured persons according to risk, thus determining the premium for individual motor third party liability insurance. We use logistic regression to analyze the termination of life insurance policies and we build a classification model that classifies policyholders into two groups; to those who are and who are not prone to lapse. |
Secondary keywords: | master theses;generalized linear models;motor insurance;termination of life insurance;policies;modeling in R; |
Type (COBISS): | Master's thesis/paper |
Thesis comment: | Univ. v Mariboru, Fak. za naravoslovje in matematiko, Oddelek za matematiko in računalništvo |
Pages: | 61 f. |
ID: | 11681195 |