August 1992
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11 Reads
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60 Citations
Technometrics
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August 1992
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11 Reads
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60 Citations
Technometrics
June 1992
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13 Reads
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180 Citations
... MCA seeks to find an optimal multidimensional structure, also referred to as 'solution', where cases are positioned close to the characteristics they have, and, conversely, characteristics are positioned close to the cases that have these characteristics. MCA should not be regarded as a 'hard' classification technique, because characteristics can be shared by different subgroups and classification is therefore generally fuzzy (Gifi 1990). ...
August 1992
Technometrics
... The MCA technique aims to show the group changes to rows and columns of categorical data arranged in the form of a contingency table in graphical form in a less-dimensional space [20]. This technique is very advantageous because it is easier to apply than such other alternatives as Chi-square analysis, G-test, Z-test, Fisher Exact test or Log-linear models, because it provides more detailed information to the researcher, and it can present the results in visual form [18,21,22]. Each of the trait levels reviewed through MCA is represented with a dot in a multi-dimensional space. ...
June 1992