자동차보험 손해 진전 계수 예측력 향상 방식에 관한 연구

Research for the Predictability Enhancement of Loss Development Factor in Auto Insurance

초록

Loss amount due to car accidents is not finalized at the time of accident and has characteristics of change as time passes away. Not only treatment extension and inflation, policy change affect the payment standard. Previous studies were relatively focused on the accident trend prediction and insignificant interest was given to the proper loss amount estimation which is foundation of the trend prediction. The study compensates the biased interests and proposes the reasonable methodology of ultimate loss estimation. Auto insurance coverages consist of property and bodily damages and this study works with bodily liability coverage which has relatively large fluctuation. Using the cumulative loss amount changed by the time, the precise estimation method is suggested. Also through the real data analysis result, the properness and effectiveness of suggested model will be proved by comparison with currently used method by business field.

키워드

Loss development factor; loss amount; run-off triangle; trend prediction; 손해액; 손해 진전 계수; 추세 예측; run-off triangle
제목
자동차보험 손해 진전 계수 예측력 향상 방식에 관한 연구
제목 (타언어)
Research for the Predictability Enhancement of Loss Development Factor in Auto Insurance
저자
김명준; 한소율; 김영화
DOI
10.37727/jkdas.2017.19.1.239
발행일
2017-02
저널명
Journal of The Korean Data Analysis Society
권
19
호
1
페이지
239 ~ 253

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