Author | Bijnen, E. J. author |
---|---|
Title | Cluster analysis [electronic resource] : Survey and evaluation of techniques / by E. J. Bijnen |
Imprint | Dordrecht : Springer Netherlands, 1973 |
Connect to | http://dx.doi.org/10.1007/978-94-011-6782-6 |
Descript | 124 p. online resource |
1. Coefficients for Dehning The Degree of Similarity Between Objects -- 1.1. Introduction -- 1.2. The slope method of Du Mas -- 1.3. Cattellโs rc coefficient of pattern similarity -- 1.4. The D-coefficient -- 1.5. Cohenโs rc coefficient -- 1.6. Zubinโs index and its variants -- 1.7. Hyvarinenโs coefficient -- 1.8. Smirnovโs coefficient -- 1.9. Goodallโs probabilistic similarity index -- 1.10. The distance measure of Williams, a.o. -- 1.11. Conclusion -- 2. Methods Developed for Forming Clusters of Variables or Objects -- 2.1. Introduction -- 2.2. The matrix diagonal method -- 2.3. Methods for re-ordering a socio-matrix -- 2.4. Ramifying linkage analysis -- 2.5. The Gengerelli method -- 2.6. The approximate delimitation method -- 2.7. The B-coefficient of Holzinger and Harman -- 2.8. Iterative factor analysis -- 2.8.1. Wherry and Gaylord -- 2.9. Sneathโs single linkage method -- 2.10. Serensenโs complete linkage method -- 2.11. Wishartโs method -- 2.12. The method of Michener and Sokal -- 2.13. Bridgesโ method -- 2.14. The King method -- 2.15. Tryonโs cluster analysis -- 2.16. Conclusion -- Methods of Forming Clusters for Objects -- 3.1. Introduction -- 3.2. Thomdikeโs method -- 3.3. The method of Sawrey, Keller and Conger -- 3.4. Wardโs method -- 3.5. Johnsonโs hierarchical clustering scheme -- 3.6. Hierarchical representation of similarity matrices by trees -- 3.7. Cluster analysis according to Constantinescu -- 3.8. The method of Rogers and Tanimoto -- 3.9. Hyvarinenโs method -- 3.10. Bonnerโs methods -- 3.11. Boolean cluster search method -- 3.12. Gengerelliโs method -- 3.13. Mattson and Dammannโs method -- 3.14. The methods of Edwards, a.o. -- 3.15. Conclusion -- 4. Methods for The Construction of Types Following Mcquitty -- 4.1. Introduction -- 4.2. Agreement analysis -- 4.3. Elementary linkage analysis -- 4.4. Elementary factor analysis -- 4.5. Hierarchical linkage analysis -- 4.6. Hierarchical syndrome analysis -- 4.7. Multiple rank order typal analysis -- 4.8. Classification by reciprocal pairs -- 4.9. Intercolumnar correlational analysis -- 4.10. Nominee-selectee analysis -- 4.11. Multiple agreement analysis -- 4.12. Criticism -- 5. Some Applications -- 5.1. Introduction -- 5.2. Thorndikeโs method -- 5.3. The method of Sawrey, Keller and Conger -- 5.4. Wardโs method -- 5.5. McQuittyโs syndrome analysis -- 5.6. Factor analysis -- 5.7. Comparison of the applications -- Conclusion