2022
DOI: 10.4236/ojbm.2022.102047
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Measuring the Adequacy of Loss Distribution for the Ghanaian Auto Insurance Risk Exposure through Maximum Likelihood Estimation

Abstract: Loss distribution plays an influential role in evaluating risks from policyholders' claims. Nevertheless, the auto insurance market in Ghana pays little attention to policyholders' claims distribution, resulting in the market's inefficiency. This study investigates the type of loss distribution function that best approximates policyholders' claims in Ghana. We applied the Kullback-Leibler divergence, Kolmogorov Smirnov, Anderson-Darling statistical tests and maximum likelihood estimation (MLE) to estimate poli… Show more

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Cited by 2 publications
(1 citation statement)
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“…However, the premium, which is computed based on the policyholder’s risk, can influence the decision to purchase a policy (Alhassan, 2016; Alhassan et al, 2015; Alhassan & Biekpe, 2016a; Azaare et al, 2021; Bülbül & Baykal, 2016; Isotupa et al, 2019). Majority of studies look at premium estimates from a traditional perspective on the basis of claims frequency and severity from policyholders’ (Azaare et al, 2022; Deniut et al, 2007). From both a priori and a posteriori point of view, the frequency and severity of policyholder claims have been the major dependent variables in rate-making models.…”
Section: Introductionmentioning
confidence: 99%
“…However, the premium, which is computed based on the policyholder’s risk, can influence the decision to purchase a policy (Alhassan, 2016; Alhassan et al, 2015; Alhassan & Biekpe, 2016a; Azaare et al, 2021; Bülbül & Baykal, 2016; Isotupa et al, 2019). Majority of studies look at premium estimates from a traditional perspective on the basis of claims frequency and severity from policyholders’ (Azaare et al, 2022; Deniut et al, 2007). From both a priori and a posteriori point of view, the frequency and severity of policyholder claims have been the major dependent variables in rate-making models.…”
Section: Introductionmentioning
confidence: 99%