The question is how significant is this bias, and is the cure (i.e. leaving out 
more reflections from the working set) worse than the disease?  For refinements 
at 'medium' typical resolution (around 2.5 to 2 Ang) we are working with an 
observation/parameter count ratio of say < 3 (naturally I'm counting the 
geometric restraints with the X-ray observations).  The amount of bias in Rwork 
and other statistics derived from the working set depends critically on how 
close the obs/param ratio is to 1.  The Rfree optimisation is used only to 
determine weighting parameters (including sigma-A) and it's unlikely there will 
be more than say 20 of these.  Typically there are at least 1000 refls in the 
test set, so for the Rfree optimisation the obs/param ratio will be around 50.  
This is much larger than the obs/param ratio for Rwork and may well mean that 
the biasing effect on Rfree is negligible.  It should be easy to do some tests 
comparing Rfree with Rsleep to check the bias (taking into account errors to 
limited sample sizes of course), and also to see what are the effects of 
leaving out the sleeping set on the refinement and the maps.  I don't think it 
would be wise to rush into this until we have done proper evaluations.

-- Ian

> -----Original Message-----
> From: [EMAIL PROTECTED] 
> [mailto:[EMAIL PROTECTED] On Behalf Of Mark J. van Raaij
> Sent: 01 October 2007 14:58
> To: CCP4BB@JISCMAIL.AC.UK
> Subject: R-sleep
> 
> Dear All,
> 
> the short paper by Gerard Kleywegt (ActaD 63, 939-940) treats 
> an interesting subject (at least I think so...). I agree that 
> what we are now doing in many cases is effectively refining 
> against Rfree. For example, the standard CNS torsion angle 
> refinement does n refinement trials with randomised starting 
> points. If you then take the one with lowest Rfree (or let a 
> script do this for you), you are biasing Rfree!
> Therefore, his proposal to put an extra set of reflections in 
> a dormant "vault" (R-sleep) sounds like a good idea to me. 
> However, how would the "vault" be implemented to be 
> effective? If left to the experimenter, it would be very 
> tempting to check R-sleep once in a while (or often) during 
> refinement, rendering it useless as an unbiased validator. 
> 
> or am I being paranoid and too pessimistic?
> 
> Mark J. van Raaij
> Unidad de Bioquímica Estructural
> Dpto de Bioquímica, Facultad de Farmacia
> and
> Unidad de Rayos X, Edificio CACTUS
> Universidad de Santiago
> 15782 Santiago de Compostela
> Spain
> http://web.usc.es/~vanraaij/
> 
> 
> 


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