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Cluster analysis for researchers

Author: H Charles Romesburg
Publisher: Belmont, Calif. : Lifetime Learning Publications, ©1984.
Edition/Format:   Print book : EnglishView all editions and formats
Database:WorldCat
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Additional Physical Format: Online version:
Romesburg, H. Charles, 1938-
Cluster analysis for researchers.
Belmont, Calif. : Lifetime Learning Publications, ©1984
(OCoLC)625312522
Document Type: Book
All Authors / Contributors: H Charles Romesburg
ISBN: 0534032486 9780534032487
OCLC Number: 10163329
Description: xiii, 334 pages : illustrations ; 25 cm
Contents: A road map to this book. --
Part. 1. Overview of cluster analysis: Basics--The six steps of cluster analysis ; General features of cluster analysis ; Applications of cluster analysis in retroductive and hypothetico-deductive science ; Applications of cluster analysis in making classifications ; Applications of cluster analysis in planning and engineering. --
Part 2. How to do cluster analysis in depth: Standardizing the data matrix ; Resemblance coefficients for quantitative attributes ; Clustering methods ; Resemblance coefficients for qualitative attributes ; Special resemblance coefficients for ordinal-scaled attributes ; Resemblance coefficients for mixtures of quantitative and qualitative attributes ; Bypassing the data matrix ; Matrix correlation ; How to present the results of a cluster analysis . --
Part 3. How to use cluster analysis to make classifications: How to make classifications ; How to identify objects into a classification ; Philosophy of classification and identification. --
Part 4. Cluster analysis --Philosophy: The six steps of research ; The roles of information, tolerances, and norms in research ; Framing and validating in cluster analysis ; Examples illustrating how to frame and validate applications of cluster analysis ; The orders of patterns of similarity --
Appendix 1. Books and articles on cluster analysis and other multivariate methods. --
Appendix 2. Computer programs for cluster analysis.
Responsibility: H. Charles Romesburg.

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