Nodal Analysis of Associated Populations
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A METHOD of subdividing an associated population the individuals of which are specified by the presence or absence of a number of attributes has been described previously1; the process is ultimately derived from the R-techniques of factor analysis, and the groups of individuals so obtained will be called R-groups. The attributes may similarly be subdivided into Q-groups by the corresponding Q-techniques. There results a 2-way table in which every attribute-individual record is referred to one of each kind of group. The requirement is to extract from this table the most concentrated groups of records, the attribute-individual noda around which the population may be regarded as varying. The problem is essentially that of establishing coincidences between R and Q factors; even in normal factor analysis the coincidences are impaired in the formation of the correlation matrix2,3, and in a subdivision process involving successive correlation matrices the divergence may well be considerable.
[1] W. T. WILLIAMS,et al. Automatic Subdivision of Associated Populations , 1958, Nature.
[2] P. Slater. The General Relationship between Test Factors and Person Factors; Application to Preference Matrices , 1958, Nature.
[3] W. T. Williams,et al. Multivariate Methods in Plant Ecology: I. Association-Analysis in Plant Communities , 1959 .
[4] W. T. Williams,et al. Multivariate methods in plant ecology. 2. The use of an electronic digital computer for association-analysis. , 1960 .