Te. Booth, ANALYTIC SCORE DISTRIBUTIONS FOR A SPATIALLY CONTINUOUS TRIDIRECTIONAL MONTE-CARLO TRANSPORT PROBLEM, Nuclear science and engineering, 122(1), 1996, pp. 79-92
The interpretation of the statistical error estimates produced by Mont
e Carlo transport codes is still somewhat of an art. Empirically, ther
e are variance reduction techniques whose error estimates are almost a
lways reliable, and there are variance reduction techniques whose erro
r estimates are often unreliable. Unreliable error estimates usually r
esult from inadequate targe-score sampling from the score distribution
's tail. Statisticians believe that more accurate confidence interval
statements are possible if the general nature of the score distributio
n can be characterized. Here, the analytic score distribution for the
exponential transform applied to a simple, spatially continuous Monte
Carlo transport problem is provided. Anisotropic scattering and implic
it capture are included in the theory. In large part, the analytic sco
re distributions that are derived provide the basis for the ten new st
atistical quality checks in MCNP.