The procedure, due to Aitchison & Aitken (1976), of analyzing multivariate binary data by kernel methods is extended to deal with missing data problems. The performance of the techniques is discussed for univariate, bivariate and for specific multivariate data. Comparisons are drawn with other approaches.
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D. M. Titterington (1977) studied this question.