How to determine net single premium for a crop insurance product based on two variables that contributed to bivariate distribution of this model is introduced in this paper. In prior, we need to fix the bivariate distribution of maximum daily rainfall and maximum daily temperature in a specific area. The benefit claim model for this crop insurance product requires characteristics of agricultural commodity and univariate model of each variable. The benefit claim model is focused to give benefit claim to policyholder if high and low two variables due to the risk of agricultural commodity. A benchmark value of the model as threshold to pay full benefit claim to policyholder because of fulfilling the high risk is called as the exit. A benchmark value that consists of the partial risk and gives partial benefit payment to policyholder is the trigger. The value of net single premium can be determined by the exit and the trigger. Case study demonstrated the correlation between maximum daily rainfall and temperature data in Dramaga Bogor from September to December during 1984-2021 using Kendall Tau correlation and gives the negative relation. It showed that GEV is the best model of other models chosen to represent the univariate distribution of each variable. Then, Cramer Von Mises is used to select the bivariate distribution. Frank Copula is chosen. Consequently, the net single premium in this research is calculated by IDR 2 178 919/hectare.
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4 April 2024
THE 2ND INTERNATIONAL SEMINAR OF SCIENCE AND TECHNOLOGY
20 October 2022
South Tangerang, Indonesia
Research Article|
April 04 2024
Net single premium determination of crop insurance product based on rainfall and temperature
Siti Umamah Naili Muna;
Siti Umamah Naili Muna
a)
1
Mathematics Study Program, Faculty of Science and Technology, Universitas Terbuka
, Jakarta, Indonesia
a)Corresponding Author: [email protected]
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Abdillah Munawir
Abdillah Munawir
2
Environmental Studies Graduate Program, Faculty of Science and Technology, Universitas Terbuka
, Jakarta, Indonesia
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a)Corresponding Author: [email protected]
AIP Conf. Proc. 3048, 020029 (2024)
Citation
Siti Umamah Naili Muna, Abdillah Munawir; Net single premium determination of crop insurance product based on rainfall and temperature. AIP Conf. Proc. 4 April 2024; 3048 (1): 020029. https://doi.org/10.1063/5.0202058
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