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DATA REDUCTION

From glossaLAB
Charles François (2004). DATA REDUCTION, International Encyclopedia of Systems and Cybernetics, 2(1): 820.
Collection International Encyclopedia of Systems and Cybernetics
Year 2004
Vol. (num.) 2(1)
ID 820
Object type Methodology or model
“A process of data summary achieved by any of a large number of methods of multivariate analysis” (T.F.H. ALLEN & T.B. STARR, 1982, p.265).

ALLEN & STARR remark: “After reduction, a large and complex data set may be represented approximately through expressing interrelationships between observations either by placement on a small number of axes or by grouping them together in a series of discrete classes” (Ibid).

Of course, the selection of the reduction model is subservient to the objectives of the modelizer.

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