> On 10/11/11 12:58, Ethan Merritt wrote:
> > On Tuesday, October 11, 2011 12:33:09 pm Garib N Murshudov wrote:
> >> In the limit yes. however limit is when we do not have solution, i.e. when 
> >> model errors are very large.  In the limit map coefficients will be 0 even 
> >> for 2mFo-DFc maps. In refinement we have some model. At the moment we have 
> >> choice between 0 and DFc. 0 is not the best estimate as Ed rightly points 
> >> out. We replace (I am sorry for self promotion, nevertheless: Murshudov et 
> >> al, 1997) "absent" reflection with DFc, but it introduces bias. Bias 
> >> becomes stronger as the number of "absent" reflections become larger. We 
> >> need better way of estimating "unobserved" reflections. In statistics 
> >> there are few appraoches. None of them is full proof, all of them are 
> >> computationally expensive. One of the techniques is called multiple 
> >> imputation.
> > 
> > I don't quite follow how one would generate multiple imputations in this 
> > case.
> > 
> > Would this be equivalent to generating a map from (Nobs - N) refls, then
> > filling in F_estimate for those N refls by back-transforming the map?
> > Sort of like phase extension, except generating new Fs rather than new 
> > phases?
> > 
> >     Ethan

Dale Tronrud wrote>
> 
>    Unless you do some density modification you'll just get back zeros for
> the reflections you didn't enter.

Sure.  And different DM procedures would give you different imputations,
or at least that was my vague idea.

Garib N Murshudov wrote>
> Best way would be to generate from probability distributions derived after 
> refinement, but it has a problem that you need to integrate over all errors. 
> Another, simpler way would be generate using Wilson distribution multiple 
> times and do refinement multiple times and average results. I have not done 
> any tests but on paper it looks like a sensible procedure.

OK.  That makes sense.

                Ethan

-- 
Ethan A Merritt
Biomolecular Structure Center,  K-428 Health Sciences Bldg
University of Washington, Seattle 98195-7742

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