Clustering multivariate data using interpoint distances.

• Other Authors: Ho, Siu Tung.
• Format: Others
• Language: English; Chinese
• Published: 2011
• Subjects: Multivariate analysis; Cluster analysis; Spatial analysis (Statistics)
• Online Access: http://library.cuhk.edu.hk/record=b5894802; http://repository.lib.cuhk.edu.hk/en/item/cuhk-327485

Ho, Siu Tung. === Thesis (M.Phil.)--Chinese University of Hong Kong, 2011. === Includes bibliographical references (p. 43-44). === Abstracts in English and Chinese. === Chapter 1 --- Introduction --- p.1 === Chapter 1.1 --- Introduction --- p.1 === Chapter 2 --- Methodology and Algorithm --- p.6 === Chapter 2.1 --- Testing one. homogeneous cluster --- p.8 === Chapter 3 --- Simulation Study --- p.17 === Chapter 3.1 --- Simulation Plan --- p.19 === Chapter 3.1.1 --- One single cluster --- p.19 === Chapter 3.1.2 --- Two separated clusters --- p.20 === Chapter 3.2 --- Measure of Performance --- p.26 === Chapter 3.3 --- Simulation Results --- p.27 === Chapter 3.3.1 --- One single cluster --- p.27 === Chapter 3.3.2 --- Two separated clusters --- p.30 === Chapter 4 --- Conclusion and further research --- p.36 === Chapter 4.1 --- Constructing Data depth --- p.38 === Bibliography --- p.43