XIE Jiayi, ZHANG Zhimin, . Estimating the Discounted Density Function of the Deficit at Ruin in a Risk Model with Barrier Dividend Strategy[J]. Chinese Journal of Applied Probability and Statistics, 2023, 39(2): 197-217.
Citation: XIE Jiayi, ZHANG Zhimin, . Estimating the Discounted Density Function of the Deficit at Ruin in a Risk Model with Barrier Dividend Strategy[J]. Chinese Journal of Applied Probability and Statistics, 2023, 39(2): 197-217.

Estimating the Discounted Density Function of the Deficit at Ruin in a Risk Model with Barrier Dividend Strategy

Funds: The research of Zhimin Zhang was supported by the National Natural Science Foundation of China (Grant Nos. 11871121, 12271066, 12171405).
More Information
  • Corresponding author:

    ZHANG Zhimin, E-mail: zmzhang@cqu.edu.cn

  • In this paper, we study the statistical estimation of the discounted density function of the deficit at ruin in the compound Poisson model with barrier dividend strategy. When both the Poisson intensity for the claim number process and the density function for the individual claim sizes are unknown, we use the COS method to construct the estimator. Under a large sample setting, we derive consistency property of the estimator. We also provide simulation results to verify the effectiveness of this estimation method when the sample size is finite.
  • Related Articles

    [1]Nonparametric estimation of some dividend and ruin related functions in a Levy risk model[J]. Chinese Journal of Applied Probability and Statistics. DOI: 10.12460/j.issn.1001-4268.aps.2024.2023009
    [2]ZHANG Bo, LIU Chaolin, YU Wenguang, LI Jing. Nonparametric Estimation of Ruin Probability by a New Method in the Perturbed Compound Poisson Model[J]. Chinese Journal of Applied Probability and Statistics, 2023, 39(5): 643-658. DOI: 10.3969/j.issn.1001-4268.2023.05.002
    [3]ZHANG Yi. Credibility Estimation of Risk Premium in Expected Utility Principle[J]. Chinese Journal of Applied Probability and Statistics, 2023, 39(2): 301-314. DOI: 10.3969/j.issn.1001-4268.2023.02.008
    [4]BAI Mingyan, PENG Jiangyan, JING Haojie. Asymptotic Estimates of Finite-Time Ruin Probabilities with Dependent Risks and CMC Simulations[J]. Chinese Journal of Applied Probability and Statistics, 2020, 36(6): 569-585. DOI: 10.3969/j.issn.1001-4268.2020.06.002
    [5]HU Yingying, WU Lijun, SUN Yi. The Maximum Entropy Method to the Credibility Estimation[J]. Chinese Journal of Applied Probability and Statistics, 2016, 32(5): 463-475.
    [6]Xu Wangli. Estimates of Variance Components in Linear Mixed Models with Random Effects[J]. Chinese Journal of Applied Probability and Statistics, 2009, 25(3): 301-308.
    [7]Fan Yonghui, Wang Songgui. The Admissibility and Nonnegative Estimators of Variance Components in Mixed Models[J]. Chinese Journal of Applied Probability and Statistics, 2008, 24(4): 354-360.
    [8]Fan Yonghui, Wang Songgui. Estimation in the Mixed Linear Models and QR Decomposition[J]. Chinese Journal of Applied Probability and Statistics, 2008, 24(2): 208-216.
    [9]Ye Rendao, Wang Songgui. Nonnegative Estimation of Variance Components in General Random Effect Model with Balanced Data[J]. Chinese Journal of Applied Probability and Statistics, 2008, 24(1): 52-62.
    [10]ZHOU Yong, ZHU Lixing. Nearest Neighbor Regression Function Estimation with Censored Data[J]. Chinese Journal of Applied Probability and Statistics, 1998, 14(2): 191-202.

Catalog

    Article views (228) PDF downloads (183) Cited by()

    /

    DownLoad:  Full-Size Img  PowerPoint
    Return
    Return