Sep 30, 2017

A third look at a joint probability approximation for ruin risk

This is a quick extension of the first two posts

1. The aha moment
2. a second look: Running it with different spend rates

Acknowledging that someone has probably already done this before, this third look is merely running the joint probability (net-wealth duration, being alive) process with different levels of return volatility. Check back to the other links for the main description, background info and assumptions.


Here we have:

  • 60 year old 
  • 4% spend rate
  • 4% return[1] 
  • 90/8.5 longevity mode/dispersion
  • Std dev of returns is varied per below


The calibration check - ruin estimates for different levels of volatility:

Std dev. 5% 10% 15% 20% 25% 30%
Joint prob. estimate 0.021 0.138 0.258 0.379 0.484 0.562
Kolmogorov estimate 0.023 0.132 0.255 0.366 0.462 0.545

What it looks like:


And lastly, the joint prob. illustration chart for different levels of vol.















[1] maybe say 8% gross then net 3% inflation and say 1% for some combo of tax and fees.

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