The Almanac · Vol IFAQ14 questions

Questions, answered directly.

Common questions about our methodology and calculations — the math, the data, how to read your results, and how we compare to the calculators you already know.

01

About the calculations

Historical backtesting shows how your plan would have performed in specific past periods, but there are only a limited number of historical 30-year windows to test. Monte Carlo simulation generates thousands of unique scenarios by sampling from historical return distributions, giving you a more robust picture of possible outcomes. It's particularly valuable for stress-testing your plan against sequences of returns that haven't occurred historically but are statistically plausible.

02

Data & assumptions

03

Using the results

04

Comparisons

Still have a question?

If the answer isn't here, the methodology page shows the full math — or reach out and we'll walk you through it.

Read the methodology

Evidence over reassurance.

We'd rather show you the math than tell you not to worry. Open the simulator and see your own probabilities — every assumption is yours to adjust.