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Loss Distribution Model/Evidence
Method evidence record

Loss Distribution Model

A Loss Distribution Model is a parametric statistical framework used in actuarial science to characterise the probabilistic behaviour of insurance claim amounts and frequencies. Developed comprehensively by Klugman, Panjer, and Willmot in their foundational text Loss Models: From Data to Decisions (first edition 1998, fourth edition 2012), these models underpin premium rating, reserving, reinsurance pricing, and regulatory capital calculations across the insurance and risk-management industries.

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Source record

Citations copied verbatim from the method’s source record. No claim-level verification is inferred from them.

Actuarial Loss Distribution Models
Taxonomic method record · regression-model / actuarial-science
  • Klugman, S. A., Panjer, H. H., & Willmot, G. E. (2012). Loss Models: From Data to Decisions (4th ed.). Wiley. · ISBN 978-1-118-31532-3
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Related methods

Generated from the method graph and shown as machine-suggested relations — no evidence claim is inferred.

Taxonomic bucketCredibility Theorymachine-suggested · Relational suggestion, not evidence.Same method familyExtreme Value Theorymachine-suggested · Relational suggestion, not evidence.Taxonomic bucketRuin Theorymachine-suggested · Relational suggestion, not evidence.

Evidence status

Sources recorded, not reviewed

Bibliographic sources are present. Claim-level evidence review has not been performed.

Sources

1 recorded citation, copied from the method source record.

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