Alternative approaches to correspondence analysis of sociomatrices

If the usual correspondence analysis is viewed as a decomposition of departures from the model of independence, there are problems in applications to sociomatrices with regard to the treatment of the diagonal and cell estimates under independence. Other related techniques from the literature are more appropriate for analysis of sociomatrices. The different approaches are used to analyze a familiar sociomatrix, and the results of the techniques are compared.

[1]  C. Raghavendra Rao,et al.  Measures, Models, and Graphical Displays in the Analysis of Cross-Classified Data: Comment , 1991 .

[2]  Stanley Wasserman,et al.  Correspondence and canonical analysis of relational data , 1990 .

[3]  Shizuhiko Nishisato,et al.  Elements of Dual Scaling: An Introduction To Practical Data Analysis , 1993 .

[4]  W. Batchelder,et al.  Systematic Biases in Social Perception , 1994, American Journal of Sociology.

[5]  Stanley Wasserman,et al.  Canonical Analysis of the Composition and Structure of Social Networks , 1989 .

[6]  T P Novak,et al.  Residual Scaling: An Alternative to Correspondence Analysis for the Graphical Representation of Residuals from Log-Linear Models. , 1990, Multivariate behavioral research.

[7]  Jan de Leeuw,et al.  Correspondence analysis of incomplete contingency tables , 1988 .

[8]  J. Carroll,et al.  Interpoint Distance Comparisons in Correspondence Analysis , 1986 .

[9]  Paul E. Green,et al.  Comparing Interpoint Distances in Correspondence Analysis: A Clarification , 1987 .

[10]  P. Holland,et al.  Discrete Multivariate Analysis. , 1976 .

[11]  Trevor Hastie,et al.  The Geometric Interpretation of Correspondence Analysis , 1987 .

[12]  Elliot Noma,et al.  Scaling Sociomatrices by Optimizing an Explicit Function: Correspondence Analysis of Binary Single Response Sociomatrices. , 1985, Multivariate behavioral research.

[13]  M. V. Valkenburg Network Analysis , 1964 .

[14]  Jan de Leeuw,et al.  Correspondence analysis used complementary to loglinear analysis , 1985 .