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pro vyhledávání: '"rate-making"'
Autor:
Shengkun Xie, Nathaniel Ho
Publikováno v:
Risks, Vol 12, Iss 7, p 108 (2024)
This research delves into the fusion of spatial clustering and predictive modeling within auto insurance data analytics. The primary focus of this research is on addressing challenges stemming from the dynamic nature of spatial patterns in multiple a
Externí odkaz:
https://doaj.org/article/1679062c1ef74b0991b2af1796242718
Autor:
Shengkun Xie, Yuanshun Li
Publikováno v:
Risks, Vol 12, Iss 2, p 40 (2024)
This study delves into a critical examination of the Size of Loss distribution patterns in the context of auto insurance during pre- and post-pandemics, emphasizing their profound influence on insurance pricing and regulatory frameworks. Through a co
Externí odkaz:
https://doaj.org/article/a97a96f978514071ba7a73a06e2c7125
Akademický článek
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Autor:
Shengkun Xie, Chong Gan
Publikováno v:
Risks, Vol 11, Iss 6, p 99 (2023)
Territory risk analysis has played an important role in auto insurance rate regulation. It aims to design rating territories from a set of basic rating units so that their respective risk relativities can be estimated to reflect the regional risk of
Externí odkaz:
https://doaj.org/article/a72b5b2381d0420a9b451f1c2cc50c8d
Autor:
Shengkun Xie, Kun Shi
Publikováno v:
Mathematics, Vol 11, Iss 2, p 334 (2023)
Pricing using a Generalised Linear Model is the gold standard in the auto insurance industry and rate regulation. Generalised Additive Model applications in insurance pricing are receiving increasing attention from academic researchers and actuarial
Externí odkaz:
https://doaj.org/article/bf31f6f682a44f6baa2dd975868a875b
Autor:
Shengkun Xie, Rebecca Luo
Publikováno v:
Mathematics, Vol 10, Iss 10, p 1630 (2022)
Predictive modeling is a critical technique in many real-world applications, including auto insurance rate-making and the decision making of rate filings review for regulation purposes. It is also important in predicting financial and economic risk i
Externí odkaz:
https://doaj.org/article/ec846efb3f2a4649a07ab4ab3839e525
Akademický článek
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Publikováno v:
Harvard Business Review. Jul1923, Vol. 1 Issue 4, p505-506. 2p.