Cyber Risk Frequency, Severity and Insurance Viability
نویسندگان
چکیده
In this study an exploration of insurance risk transfer is undertaken for the cyber industry in United States America, based on leading dataset events provided by Advisen. We seek to address two core unresolved questions. First, what factors are most significant covariates that may explain frequency and severity loss they heterogeneous over categories? Second, insurable regards required premiums, pool sizes how would decision vary with insured companies sector size? these questions through a combination regression models class Generalised Additive Models Location Shape Scale (GAMLSS) ordinal regressions. These will then form basis our analysis processes. investigate viability using utility modelling framework premium calculated classical certainty equivalence utilising developed models. Our results provide several new key insights into nature insurability rigorously posed real data driven case analysis.
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ژورنال
عنوان ژورنال: Social Science Research Network
سال: 2021
ISSN: ['1556-5068']
DOI: https://doi.org/10.2139/ssrn.3940329