Best Jasper prompts for Actuaries

Create a comprehensive sensitivity analysis for an insurance portfolio with 10,000 policies, assuming a 10% increase in claim frequency and a 5% increase in claim severity, using a Monte Carlo simulation with 1,000 iterations and incorporating correlations between claim frequency and severity; provide a detailed report on the potential impact on portfolio profitability and recommend reinsurance strategies to mitigate potential losses.

Develop a pricing model for a new life insurance product using a generalized linear model (GLM) with a logistic link function, incorporating factors such as age, gender, smoking status, and policy term; estimate model parameters using a dataset of 50,000 policies and provide a detailed report on the model's predictive accuracy and potential biases, including a comparison to existing pricing models.

Conduct a funding analysis for a defined benefit pension plan with 1,000 participants, assuming a 7% annual rate of return and a 3% annual inflation rate; calculate the plan's funding ratio and provide a detailed report on the potential impact of different investment strategies and contribution rates on the plan's funding status over the next 10 years, including a sensitivity analysis of key assumptions.

Create a catastrophe risk model for a portfolio of commercial properties in a hurricane-prone region, using a probabilistic approach to estimate potential losses from hurricane events; incorporate factors such as wind speed, storm surge, and property vulnerability, and provide a detailed report on the potential impact of different risk mitigation strategies, including flood insurance and storm shutters, on expected losses.