Selected historical bibliography
(about basic statistical methods involved in Dtm-Vic)
GALLERY OF PORTRAITS IN DtmVic MAIN SCREEN
Pearson K. (1901) - On lines and planes of closest fit to systems of points in space. Phil. Mag. 2, n°ll, p 559-572. [First "Descriptive Principal Component Analysis"]
Spearman C. (1904) - General intelligence, objectively determined and measured. Amer. Journal of Psychology, 15, p 201-293. [Factor Analysis]
Fisher R. A. (1936) - The use of multiple measurements in taxonomic problems. Ann. of Eugenics, 7, p 179-188. [Multivariate Analysis]
Hotelling H. (1933) - Analysis of a complex of statistical variables into principal components. J. Educ. Psy. 24, p 417-441, p 498-520. [Principal Component Analysis]
Guttman L. (1941) - The quantification of a class of attributes: a theory and method of a scale construction. In : The prediction of personal adjustment (Horst P., ed.) p 251 -264, SSCR New York. [Multiple Correspondence Analysis]
Hayashi C.(1956) - Theory and examples of quantification. (II) Proc. of the Institute of Statist. Math. 4 (2), p 19-30. [Multiple Correspondence Analysis]
Benzécri J.-P. (1969) - Statistical analysis as a tool to make patterns emerge from clouds. In : Methodology of Pattern Recognition (S.Watanabe, Ed.) Academic Press, p 35-74. ["Descriptive" Correspondence Analysis]
... AND SOME OTHER MILESTONE PAPERS...
Beltrami E. (1873) - Sulle funzioni bilineari. Giorn. Math. Battaglin. 11, p 98-106. [Diagonalization of matrices]
Sylvester J.J. (1889) - Messenger of Mathematics (cited by Eckart, Young, 1939). 19, n°42. [Diagonalization of matrices]
Eckart C., Young G. (1936) - The approximation of one matrix by another of lower rank. Psychometrika, l, p 211-218. [Singular Values Decomposition]
Burt C. (1950) - The factorial analysis of qualitative data. British J. of Statist. psychol. 3, 3, p 166-185. [Multiple Correspondence Analysis]
Florek K., Lukaszewicz J., Perkal J., Steinhaus H. and Zubrzycky S. (1951) - Sur la liaison et la division des points d'un ensemble fini. Colloq. Math., 2, p 282-285. [Minimum Spanning Tree]
Anderson T. W. (1963) - Asymptotic theory for principal component analysis. Ann. Math. Statist., 34, p 122-148.[Confidence areas for PCA eigenvalues]
Rao C.R. (1964) - The use and interpretation of principal component analysis in applied research. Sankhya serie A, 26, p 329-357. ["Exploratory Principal Component Analysis"]
Escofier B. [Cordier B.] (1965) - l'Analyse des correspondances. Thèse, Faculté des Sciences de Rennes ; publiée en 1969 dans les Cahiers du Bureau Universitaire de Recherche Opérationnelle, n°13. [Correspondence Analysis]
Gower J. C., Ross G. (1969) - Minimum spanning trees and single linkage cluster analysis. Appl. Statistics, 18, p 54-64. [Link between MST and Hierarchical Clustering]
Benzécri J.-P. (1973) - L'Analyse des Données. Tome 1: La Taxinomie. Tome 2: L'Analyse des Correspondances. Dunod, Paris. ["Data Mining" approach avant la lettre ]
Sattath S. and Tversky A. (1977) - Additive similarity trees. Psychometrika , vol. (42), 3: 319-345. [Additive trees]
Efron B. (1979) - Bootstrap methods : another look at the Jackknife. Ann. Statist., 7, p 1-26. [Bootstrap]
Art D., Gnanadesikan R, Kettenring J.R. (1982) - Data based metrics for cluster analysis. Utilitas Mathematica, 21 A, p 75-99. [At the basis of Contiguity Analysis]
Benzécri, J.-P. (1982) - Construction d'une classification ascendante hiérarchique par la recherche en chaîne de voisins réciproques. Cahiers d'Analyse des Données, 7, p 209-218. [Reciprocal neighbours Algorithm]
Kohonen T. (1989) - Self-Organization and Associative Memory. Springer Verlag, Berlin. [Self Organizing Maps]