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White paper

Vers une modélisation jointe de l’impact de plusieurs facteurs climatiques sur la mortalité

Application: modélisation jointe des températures et de la pollution de l’air

White paper

Barometer of generative AI adoption in the European insurance industry

Milliman has analyzed adoption and use of generative artificial intelligence (AI) by insurers in the European market.

White paper

Climate-driven mortality projections under different scenarios

Application: Forecasting the impact of high temperatures on mortality in the Netherlands

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White paper

Climate stress tests on corporate bonds

The effects of climate change are increasingly noticeable, particularly those affecting economic activity.

White paper

Backtesting of dynamic hedging of RILA

Comparing static vs. dynamic hedging with a Monte Carlo perspective for decision making

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White paper

The impact of climate change on winter mortality: A complex phenomenon with an uncertain future

In this study, we detail the mechanisms of the impact of changing winter weather conditions on the human body, define the climatic variables of interest, and present appropriate models.

Article

Etude de la mortalité par causes et par facteurs socio-économiques en France

La modélisation de la mortalité par causes de décès permet en effet de repérer les maladies qui bénéficient le plus des avancées médicales, ainsi que celles qui au contraire se généralisent au cours des dernières années.

White paper

Individual claim reserving: A complementary approach to aggregated methods

White paper

Consistent equity risk-neutral valuation under climate stress tests

This paper proposes a methodology for simulating proper risk-neutral scenarios used to perform best-estimate calculations that integrate some climate transition risk, analyzing their impact on a virtual insurer's balance sheet.

White paper

Modeling financial losses from a ransomware attack using a causal approach

With ransomware attacks on the rise all over the world, regulators are keeping a close eye on the reimbursement of ransoms by insurers.

RESOURCES

Related resources

Article

Actuarial R&D – why do it, and how?

Article

Individual claim reserving models: parametric vs non-parametric models

Article

Mortality data correction in the absence of monthly fertility records

Article

COVID-19 outbreak: what can actuaries learn about mortality?

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