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white paper

Prepayment risk in a VM-22 world: Structural dynamics, scenario behavior, and portfolio implications for life insurers

We consider an insurer's $1 billion investment portfolio to show how the mechanics of prepayment behavior manifest under Virtual Manual (VM)-22.

White paper

Bridging the private-credit modeling gap: A nearest-neighbor approach for insurers

As insurers boost their private credit allocations, we propose a method for projecting cash flows without bespoke modeling.

Article

An introduction to stochastic solvency capital projections

We explore the added value to insurers of incorporating a stochastic modelling approach for conducting multiyear solvency projections.

Article

Actuaries in a growing market for insurance-linked securities

Insurance-linked securities can broaden reinsurance capacity, but insurers need substantial modelling expertise in the absence of liquid secondary markets.

RELATED PRODUCTS

Milliman capital management products

Financial modeling and industrialization
Financial modeling & industrialization

Integrate

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Solvency II reporting and compliance
Solvency II reporting & compliance

VEGA

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Reserve and liability modeling
Reserve and liability modeling

NAVI

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Solvency II compliance
Solvency II compliance

Solvency II Compliance Assessment Tool

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Reserve and liability modeling
Mortgage platform for investments & reinsurance

Milliman M-PIRe

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