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| Title Details: | |
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CLUSTER ANALYSIS |
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| Authors: |
Petridis, Dimitrios |
| Reviewer: |
Siardos, Georgios |
| Subject: | MATHEMATICS AND COMPUTER SCIENCE > MATHEMATICS > STATISTICS > MULTIVARIATE ANALYSIS MATHEMATICS AND COMPUTER SCIENCE > MATHEMATICS > STATISTICS MATHEMATICS AND COMPUTER SCIENCE > MATHEMATICS > STATISTICS > APPLICATIONS |
| Keywords: |
Multivariate Analysis
Multiple Regression Ordinal Regression Multinomial Regression Regression Diagnostics Principal Component Analysis Factor Analysis Cluster Analysis MANOVA Discriminant Analysis Chaid And Cart Classification Models Canonical Correlation Correspondence Analysis Reciprocal Averaging Redundancy Analysis Canonical Correspondence Analysis Case Studies Logistic Regression Binomial Regression Item Analysis |
| Description: | |
| Table of Contents: |
Strategies of data clustering
Hierarchical cluster analysis -- Similarity (or dissimilarity) matrices -- Methods of data classification -- Techniques of data amalgamation to clusters -- Diagnostic criteria in selecting right number of clusters -- Efficiency of the selected cluster technique Non-hierarchical cluster analysis Summary and recommendations Case study of cluster analysis References |
| Technical Editors: |
Koumartzis, Nikolaos |
| Graphic Editors: |
Koumartzis, Nikolaos |
| Type: |
Chapter |
| Creation Date: | 2015 |
| Item Details: | |
| License: |
http://creativecommons.org/licenses/by-nc-sa/3.0/gr |
| Handle | http://hdl.handle.net/11419/2130 |
| Bibliographic Reference: | Petridis, D. (2015). CLUSTER ANALYSIS [Chapter]. In Petridis, D. 2015. ANALYSIS OF MULTIVARIATE TECHNIQUES [Undergraduate textbook]. Kallipos, Open Academic Editions. https://hdl.handle.net/11419/2130 |
| Language: |
Greek |
| Is Part of: |
ANALYSIS OF MULTIVARIATE TECHNIQUES |
| Number of pages |
36 |
| Publication Origin: |
Kallipos, Open Academic Editions |