Posted on 12 September 2020
Updated 16 Nov 2020 to December estimated prize distribution
I've got some premium bonds, and wanted a better idea of the distribution of returns than the MSE Calculator provides. Unlike the MSE Calculator, I am quite likely not to update this as often as the rates change. It's based on the estimated Premium Bond prizes for December 2020 currently (taken from here). See below for the details of the calculation.
|Prize Money||Interest rate|
The calculator shows a cumulative probability of each prize by sampling from the distribution of total prize money from our bonds over all of the months. It takes 20000 samples to form the distribution.
If the number of bond draws (number of bonds * months) is greater than , where is the probability of a prize, we use the normal approximation to the binomial distribution to get the number of prizes, rather than using the binomial distribution directly. For these large numbers of bond draws the approximation is extremely good, and performs better than the exact calculation.
Once the number of prizes is determined, it then draws each prize according to the distribution of prizes (with replacement).