A Test for Clusters

Author:

Arnold Stephen John1

Affiliation:

1. School of Business, Queen's University, Kingston, Ontario.

Abstract

Tests for the presence of clusters are reviewed. An alternative test is derived that indicates whether data are other than unimodally or uniformly distributed. The test allows for at least 1,000 entities, 20 attributes, and 8 groups. The test is applied to data with known clusters and then to data gathered to solve a problem in lifestyle market segmentation.

Publisher

SAGE Publications

Subject

Marketing,Economics and Econometrics,Business and International Management

Cited by 22 articles. 订阅此论文施引文献 订阅此论文施引文献,注册后可以免费订阅5篇论文的施引文献,订阅后可以查看论文全部施引文献

1. Strategic categories and competition: significant clustering for strategic groups;Journal of Strategy and Management;2019-11-01

2. From edit distance to augmented space-time-weighted edit distance: Detecting and clustering patterns of human activities in Puget Sound region;Journal of Transport Geography;2019-06

3. Applying Sequence Alignment Methods to Large Activity–Travel Data Sets;Transportation Research Record: Journal of the Transportation Research Board;2011-01

4. Segmentation in social marketing;European Journal of Marketing;2010-07-27

5. Relative clustering validity criteria: A comparative overview;Statistical Analysis and Data Mining: The ASA Data Science Journal;2010-06-30

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