Well, have fun and give her our regards.  You missed a good S.A.R. lecture
tonight, but a not so good dinner at that hotel across the street from the
back side of the history museum that is not the Inn of the Anisaze.

Travel safe,
T*D


On Thu, Oct 24, 2013 at 8:35 PM, George Duncan <[email protected]> wrote:

> Ah, big data and big computing!
>
> Interesting that this relates to what I did for my masters paper in
> statistics at the University of Chicago. But I was no where near so
> sophisticated and of course had no big computing back in 1964!
>
> Off to Aunt Mabel's 100 tomorrow am!
>
> George Duncan
> georgeduncanart.com
> (505) 983-6895
> Represented by ViVO Contemporary
> 725 Canyon Road
> Santa Fe, NM 87501
>
> Dynamic application of matrix order and luminous chaos.
>
>
> On Thu, Oct 24, 2013 at 5:19 PM, Tom Johnson <[email protected]> wrote:
>
>>
>> http://www.datasciencecentral.com/profiles/blogs/ibm-distinguished-engineer-solves-big-data-conjecture
>> BM Distinguished Engineer solves Big Data Conjecture
>>
>>    - Posted by Vincent 
>> Granville<http://www.datasciencecentral.com/profile/VincentGranville>on 
>> October 23, 2013 at 3:28pm
>>    - View 
>> Blog<http://www.datasciencecentral.com/profiles/blog/list?user=3v6n5b6g08kgn>
>>
>>   A mathematical problem related to big data was solved by Jean-Francois
>> Puget, engineer in the Solutions Analytics and Optimization group at IBM
>> France. The problem was first mentioned on Data Science Central, and an
>> award was offered to the first data scientist to solve it.
>>
>> Bryan Gorman, Principal Physicist, Chief Scientist at Johns Hopkins
>> University Applied Physics Laboratory, made a significant breakthrough in
>> July, and won $500. Jean-Francois Puget completely solved the problem,
>> independently from Bryan, and won a $1,000 award.
>>
>> *Example of rare, special permutation investigated to prove the theorem*
>>
>> The competition has been organized and financed by Data Science central.
>> Participants from around the world submitted a number of interesting
>> approaches. The mathematical question was asked by Vincent Granville, a
>> leading data scientist and co-founder at Data Science Central. Granville
>> initially proposed a solution after performing large-scale Monte Carlo
>> simulations, but his solution turned out to be wrong.
>>
>> The problem consisted in finding an exact formula for a new type of
>> correlation and goodness-of-fit metrics, designed specifically for big
>> data, generalizing the Spearman's rank coefficient, and being especially
>> robust for non-bounded, ordinal data found in large data sets. From a
>> mathematical point of view, the new metric is based on L-1 rather than L-2
>> theory: In other words, it relies on absolute rather than squared
>> differences. Using squares (or higher powers) is what makes traditional
>> metrics such as R squared notoriously sensitive to outliers, and avoided by
>> savvy statistical modelers. In big data, outliers are plentiful and it can
>> render conclusions from a statistical analysis invalid, so this is a
>> critical issue. This outlier issue is sometimes referred to as *the
>> curse of big 
>> data*.....[more<http://www.datasciencecentral.com/profiles/blogs/ibm-distinguished-engineer-solves-big-data-conjecture>
>> ]
>>
>>
>> -tj
>>
>>
>>
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>
>
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-- 
==========================================
J. T. Johnson
Institute for Analytic Journalism   --   Santa Fe, NM
USA<http://www.analyticjournalism.com/>
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Twitter: jtjohnson
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