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]