On Mon, May 23, 2011 at 1:17 PM, <zhan...@umbc.edu> wrote:

> Thanks Nat! I am not doing real space refinement. Actually I am only using
> the maps for manual model building/adjustments. In this case, if some
> Rfree reflections have strong scattering intensities, removing them may
> lead to featureless density maps. However, if we just leave them in, do
> you think we may have the so-called model-bias issue?


I've always seen "model bias" used to describe phases, which don't really
involve R-free.  I suppose there is theoretically some slight risk of
biasing your R-free value if the test set is not excluded from the maps
during manual rebuilding, but it's minimal compared to what happens during
refinement.  The real danger is in global optimization algorithms (gradient
minimization, and especially simulated annealing), which are so powerful
that they can occasionally make a completely incorrect model - say, traced
backwards - look reasonable (as judged by the R-factor and fit to density)
after many rounds of refinement.  It is very difficult to do this with
modern refinement programs, regardless of what reflections are used in the
maps.

-Nat

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