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3 weeks ago
(215 views)

Can I use clustering analysis with continuous variable target? I am using SAS jmp. I tried using continuous variable for hierarchical clustering but the answer returned an error. What am I missing?

Attached is the data set.

Salesprice is my continuous target variable

1 ACCEPTED SOLUTION

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3 weeks ago
(379 views)

Solution

- Select
**Analyze**>**Clustering**>**Hierarchical Cluster**. - Select
**SalesPrice**. - Click
**Y, Columns**. - Click
**OK**.

I did not encounter any errors up to this point.

This unsupervised method found eight clusters, each of which with two sub-clusters, as indicated in the dendrogram or the constellation plot.

2 REPLIES

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3 weeks ago
(380 views)

- Select
**Analyze**>**Clustering**>**Hierarchical Cluster**. - Select
**SalesPrice**. - Click
**Y, Columns**. - Click
**OK**.

I did not encounter any errors up to this point.

This unsupervised method found eight clusters, each of which with two sub-clusters, as indicated in the dendrogram or the constellation plot.

Highlighted
I don't understand this solution. What is the sense of clustering on a single target variable? I thought the whole idea of clustering was to find clusters of observations that are "similar" and then perhaps might related to a target variable. How is clustering on a single target variable any different from looking at a distribution of that variable and seeing if there are any groups? And, from your solution, what are the X,Y coordinates of the constellation (when there is a single variable being clustered)?

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Thursday
(78 views)