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If we take the rest frame of a particle, then the other particles are moving with average speed ##\bar v##. That's used to calculate the distribution:Charles Link said:@PeroK I'm going to need to study this latest result. I don't know that the average speed should make a difference, but I gave it a "like" anyway.
$$P = e^{-n_v\sigma \bar v \Delta t}$$To convert that to ##\Delta x##, where ##x## is the distance the particle travels in the lab frame, we need ##\Delta x = v\Delta t = \frac{\bar v \Delta t}{\sqrt 2}##.
The average speed itself doesn't make a difference: it's the difference between average speed between molecules and the average speed of a individual molecule that introduces the factor of ##\sqrt 2## - as per the Hyperphysics page.