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Exam STAMExam MAS-II
Reserving Methods
Chain ladder, Bornhuetter-Ferguson, and stochastic reserving techniques.
Loss reserving is the process of estimating the amount insurers will ultimately pay for claims that have already occurred. Accurate reserves are critical for financial solvency, regulatory compliance, and business decision-making.
Key Concepts
- •Loss development triangles: paid and incurred loss data organization
- •Chain ladder method: age-to-age factors and cumulative development factors
- •Bornhuetter-Ferguson method: combining expected loss ratios with development patterns
- •Cape Cod method: a blend of chain ladder and BF approaches
- •Average cost per claim methods: separating frequency and severity
- •Case reserves vs. IBNR reserves: components of total reserve
- •Stochastic reserving: bootstrap and Mack model for reserve uncertainty
- •Berquist-Sherman adjustments: correcting for changes in case reserve adequacy
- •Tail factors: estimating development beyond the observed triangle
- •Diagnostics: residual analysis and model validation for reserve estimates
Study Tips
- 1.Practice building development triangles from raw data before applying methods.
- 2.Understand when chain ladder vs. BF is more appropriate.
- 3.Work through problems that require selecting appropriate tail factors.
- 4.Learn to interpret diagnostics that signal problems with reserve estimates.
- 5.Practice explaining reserve estimates in plain language, as this is key for LTAM written answers.
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