Uncertainty of the claims development result in the chain ladder method

Using the distribution-free chain ladder method we estimate the total ultimate claim amounts at time I and after updating the information at time I + 1. The observable claims development result at time I + 1 for accounting year (I, I + 1] is then defined to be the difference between these two successive best estimate predictions for the ultimate claim. We analyze the uncertainty of this observable claims development result.