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Applied & Interdisciplinary Mathematics

Actuarial measures, aggregate loss models, and insurance applications of the sine exponentiated Burr XII distribution

ORCID Icon | (Reviewing editor:)
Article: 2318885 | Received 10 Nov 2023, Accepted 11 Feb 2024, Published online: 26 Feb 2024

Figures & data

Figure 1. Plots for the density (a) and hazard rate (b) functions of the SEBXII distribution.

Figure 1. Plots for the density (a) and hazard rate (b) functions of the SEBXII distribution.

Table 1. First four moments, σ, CV, CS, and CK of the SEBXII distribution

Figure 2. VaR plots for SEBXII distribution.

Figure 2. VaR plots for SEBXII distribution.

Figure 3. TVaR plots for SEBXII distribution.

Figure 3. TVaR plots for SEBXII distribution.

Figure 4. TV plots for SEBXII distribution.

Figure 4. TV plots for SEBXII distribution.

Table 2. Simulation results of actuarial measures for n = 200

Table 3. Mean and variance of aggregate loss of SEBXII under the Poisson distribution with λ = 5

Table 4. Simulation results of AB and MSE for α = 1.02, β = 0.53, θ = 2.23

Table 5. Simulation results of AB and MSE for α = 0.65, β = 2.46, θ = 0.82

Figure 5. Box plot, histogram, violin plot, and kernel density of the automobile collision data.

Figure 5. Box plot, histogram, violin plot, and kernel density of the automobile collision data.

Figure 6. TTT plot of the automobile collision dataset.

Figure 6. TTT plot of the automobile collision dataset.

Table 6. Descriptive statistics of automobile collision data

Table 7. Mles, SEs, information criteria, goodness-of-fit measures for automobile collision data

Figure 7. Empirical, fitted CDF and density of the SEBXII distribution for automobile collision dataset.

Figure 7. Empirical, fitted CDF and density of the SEBXII distribution for automobile collision dataset.

Figure 8. Box plot, histogram, violin plot, and kernel density of the catastrophe data.

Figure 8. Box plot, histogram, violin plot, and kernel density of the catastrophe data.

Table 8. Descriptive statistics of catastrophe data

Figure 9. TTT plot of the catastrophe dataset.

Figure 9. TTT plot of the catastrophe dataset.

Table 9. Mles, SEs, information criteria, goodness-of-fit measures for catastrophe data

Figure 10. Empirical, fitted CDF and density of the SEBXII distribution for catastrophe dataset.

Figure 10. Empirical, fitted CDF and density of the SEBXII distribution for catastrophe dataset.

Data availability statement

The data that support the findings of this study are available in the CASdatasets and insuranceData packages of the R software.