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The analysis of capital structure for propertyliability insurers: A quantile regression approach

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  • Hung, Jessica
  • Chang, Vincent Y. L.

Abstract

By using a two-stage quantile regression approach (2SQR), this study demonstrates how the insurer’s leverage is determined across various quantiles. The evidence shows that the influence of the business concentration and marketing channel at the lower leverage quantiles is opposite to that at the higher leverage quantiles, which proposes that the mean effects of the two-stage ordinary least squares method are insufficient to capture the effects of business strategies on the insurer’s capital structure determination. Moreover, the 2SQR evidence also shows that the magnitude of the impacts for some determinations varies among the different leverage quantiles. In sum, the evidence suggests that these two competing approaches should be viewed as complementary functions when discussing the insurer’s capital structure.

Suggested Citation

  • Hung, Jessica & Chang, Vincent Y. L., 2018. "The analysis of capital structure for propertyliability insurers: A quantile regression approach," Business and Economic Horizons (BEH), Prague Development Center, vol. 14(4), pages 829-850, August.
    • Handle: RePEc:pdc:jrnbeh:v:14:y:2018:i:4:p:829-850
    DOI: http://dx.doi.org/10.15208/beh.2018.57
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    More about this item

    Keywords

    Capital structure; leverage; two-stage quantile regression; two-stage least squares regression;
    All these keywords.

    JEL classification:

    • G22 - Financial Economics - - Financial Institutions and Services - - - Insurance; Insurance Companies; Actuarial Studies
    • G32 - Financial Economics - - Corporate Finance and Governance - - - Financing Policy; Financial Risk and Risk Management; Capital and Ownership Structure; Value of Firms; Goodwill
    • G33 - Financial Economics - - Corporate Finance and Governance - - - Bankruptcy; Liquidation

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