Friday, September 13, 2013

Cluster Analysis

How does cluster analysis work? |Clustering variable |Respondents | | |A |B |C |D |E |F |G | |X1 (store loyalty) |3 |4 |4 |2 |6 |7 |6 | |X2 (brand loyalty) |2 |5 |7 |7 |6 |7 |4 | Measuring similarity: Similarity is stinting according to the Euclidean (straight line) distance between each compare of observation. Forming clusters: Clusters may be formed by: 1. Hierarchical poke or linkage methods i) Agglomerative ii) Divisive 2. Non-hierarchical or K means or Quick Cluster Proximity ground substance of Euclidean distances between observations | musing |Observation | | |A |B |C |D |E |F |G | |A |- | | | | | | | |B |3.
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