For a stop-phase arrival at time , the delay is . An interval of delays of width therefore corresponds to an interval of arrival phases of the same width, because . Its unconditional probability is . Hence the positive-delay part has density
This ordinary density integrates to , not to one: the remaining probability mass is at . Thus has a uniform distribution with an atom at zero, with mixing weight . Conditional on a positive delay, the density would instead be on .