Hi Edward.

Allright, I see your point. :-)

Now I am trying to figure out how to do a clustering analysis.

I have added to the wiki:
http://wiki.nmr-relax.com/Tutorial_for_Relaxation_dispersion_analysis_cpmg_fixed_time_recorded_on_varian_as_fid_interleaved#Inspecting_results_from_the_relax_analysis

But I am unsure if I made the clustering correct.

It is related to copying of the parameters, and running the
minimization with the clustered analysis residues.

I looked up in the relax disp manual: "relax disp.parametercopy".
(I think the prompt example i wrong?)

I can't seem to find a section how to make the minimization to run
with a clustering or residues. :-)

Thanks :-)

Troels Emtekær Linnet


2013/8/28 Edward d'Auvergne <[email protected]>:
> Hi,
>
> This model selection technique is called Akaike's Information Criteria
> (AIC).  See http://www.nmr-relax.com/refs.html#dAuvergneGooley03 for
> details on this.  How would you produce a plot in Grace of the models
> selected?  I don't know how this would work for the dispersion models.
>  In a model-free analysis I have deliberately taken the decision to
> not create such a plot.  In model-free, relax supports models m0 to
> m9, so these could be plotted as 0 to 9 on the Y-axis.  But this is
> not done and will never be implemented.  The reason is because the
> information about which model is selected is worthless.  What is
> important is the dynamics extracted.  This is especially the case of
> nested models.  Just because a parameter is missing from a model, this
> does not mean that it is not present.  For example there are
> model-free models without the Rex parameter.  If these are selected,
> this does not mean that Rex is not present.  It means that Rex is
> statistically insignificant in the current data set.  Model
> differences are an academic question and is not interesting in
> practice.  Sometimes the AIC value for two nested models is very
> similar and that means that the parameter different between the two is
> sitting directly on the boarder of statistical
> significance/insignificant.  You could pick either model and it should
> not make a statistical difference in the dynamics picture.  It does
> not relate to the dynamics, just the judgement of statistically
> significance for parameters.  Therefore for practical reasons, for
> model-free at least, the interesting plots, text files, and
> PyMOL/MOLMOL macros are of the parameter values themselves.  I think
> is would be much more of interest to implement PyMOL/MOLMOL macros for
> the dispersion parameters so you can see the dynamics directly on the
> 3D structure.  This is performed in NESSY and needs to be added to
> relax.
>
> Also note that when you are analysing data, you would probably limit
> the number of models to 2-3.  For example if you know that all
> residues are experiencing slow exchange, the LM63 fast exchange model
> does not need to be used.  It is interesting to see that sometimes the
> analytic models are selected and sometimes the numeric models.  But
> this is an academic curiosity, it is probably not a practical question
> anyone analysing real dispersion data is interested in.  The way an
> analysis would normally be performed is to first decide if the
> analytic or numeric approach is to be used.  For the analytic approach
> with slow exchange, you only need the 'No Rex' and 'CR72' models.  You
> could add the 'IT99' model if you can see that pA >> pB in the
> spectra, i.e. the pB peak is tiny.  If you take the numeric approach,
> then the 'No Rex' and 'NS 2-site expanded' models can be used.  Once
> you perform an initial analysis of all residues separately, you can
> then look at the dynamics parameter values and judge which spins to
> cluster together to have the same model of dynamics, then re-perform
> the analysis.
>
> Regards,
>
> Edward
>
>
> On 28 August 2013 12:02, Troels Emtekær Linnet <[email protected]> wrote:
>> Hi.
>>
>> After a AIK selection between models
>>
>> CR72/
>> IT99/
>> LM63/
>> NS 2-site expanded/
>>
>> I get this selected list of models.
>> Would it be possible to add to the grace images in the final directory,
>> the selected model and the residue number?
>>
>> 3 LM63
>> 4 CR72
>> 5 NS 2-site expanded
>> 6 CR72
>> 7 LM63
>> 8 No Rex
>> 9 NS 2-site expanded
>> 10 CR72
>> 11 LM63
>> 12 CR72
>> 13 IT99
>> 14 NS 2-site expanded
>> 15 NS 2-site expanded
>> 16 LM63
>> 17 CR72
>> 18 CR72
>> 20 NS 2-site expanded
>> 21 NS 2-site expanded
>> 22 CR72
>> 23 LM63
>> 24 LM63
>> 25 CR72
>> 26 IT99
>> 27 NS 2-site expanded
>> 28 NS 2-site expanded
>> 29 CR72
>> 30 NS 2-site expanded
>> 31 CR72
>> 32 CR72
>> 33 IT99
>> 34 IT99
>> 35 IT99
>> 36 IT99
>> 37 IT99
>> 38 NS 2-site expanded
>> 39 LM63
>> 40 No Rex
>> 41 CR72
>> 42 No Rex
>> 43 NS 2-site expanded
>> 45 IT99
>> 46 CR72
>> 47 CR72
>> 48 IT99
>> 49 NS 2-site expanded
>> 50 LM63
>> 51 NS 2-site expanded
>> 52 CR72
>> 53 NS 2-site expanded
>> 54 NS 2-site expanded
>> 55 No Rex
>> 56 IT99
>> 57 LM63
>> 58 LM63
>> 59 NS 2-site expanded
>> 60 CR72
>> 61 IT99
>> 62 NS 2-site expanded
>> 63 NS 2-site expanded
>> 64 CR72
>> 65 IT99
>> 66 No Rex
>> 67 CR72
>> 68 No Rex
>> 69 NS 2-site expanded
>> 70 NS 2-site expanded
>> 71 NS 2-site expanded
>> 72 NS 2-site expanded
>> 73 LM63
>> 74 LM63
>> 75 NS 2-site expanded
>> 76 NS 2-site expanded
>> 77 IT99
>> 78 CR72
>> 79 No Rex
>> 80 LM63
>> 81 NS 2-site expanded
>> 82 IT99
>> 83 IT99
>> 84 NS 2-site expanded
>> 85 LM63
>> 86 IT99
>>
>>
>> Troels Emtekær Linnet
>>
>> _______________________________________________
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