Joint work with An Chen and Peter Hieber · Scandinavian Actuarial Journal (2026)
An annuity and a conventional tontine can produce such similar income streams that a retiree gains little from holding both. We introduce a power tontine and show how to choose its payout profile so that combining the two products improves the trade-off between expected income and risk.
- Tontines
- Annuities
- Portfolio choice
Joint work with Gaurav Khemka and Himasha Warnakulasooriya · The Journal of Real Estate Finance and Economics (2026)
Using Australian data, we model two ways to help households buy a home. Lower deposit requirements can delay homeownership for lower-income households when supply is tight. Early access to pension savings improves access across income groups, but can leave buyers with less retirement wealth.
- Homeownership
- Pension withdrawals
- Deposit requirements
Joint work with Himasha Warnakulasooriya and Jessica Wai Yin Leung · ASTIN Bulletin (2025)
When an annuity’s reserves differ from what is needed, how much of the difference should the policyholder bear at each age? We derive a closed-form approximation to the optimal sharing rule and examine when the policyholder and the insurer would both choose it over guaranteed benefits.
- Annuities
- Pareto optimality
- Risk sharing
Annals of Actuarial Science (2025)
This study compares neural networks with established methods for detecting underwriting cycles. In simulations, the networks identify cycles even when outliers or structural breaks distort the data. The method is then applied to Brazilian motor insurance prices for individual risk profiles.
- Underwriting cycles
- Neural networks
- Motor insurance
Insurance: Mathematics and Economics (2025)
An annuity can pass some of the cost of unexpectedly long lifetimes back to policyholders through adjustments to benefits. Under mean-variance preferences, the paper identifies which combinations of premium loading and transferred risk make this arrangement preferable to a guaranteed annuity for both parties.
- Longevity risk
- Annuity design
- Mean-variance preferences
- Risk sharing