The SAS System 18:28 Saturday, March 10, Clustering Clusters by Ward's Method

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1 The SAS System 8:28 Saturday, March 0, 208 Obs Species SepalLength SepalWidth PetalLength PetalWidth Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa

2 The SAS System 8:28 Saturday, March 0, Obs Species SepalLength SepalWidth PetalLength PetalWidth 38 Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Setosa Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor

3 The SAS System 8:28 Saturday, March 0, Obs Species SepalLength SepalWidth PetalLength PetalWidth 75 Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Versicolor Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica

4 The SAS System 8:28 Saturday, March 0, Obs Species SepalLength SepalWidth PetalLength PetalWidth 2 Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica Virginica

5 The SAS System 8:28 Saturday, March 0, Obs Species SepalLength SepalWidth PetalLength PetalWidth 49 Virginica Virginica

6 8:28 Saturday, March 0, Petal Length (mm) Sepal Length (mm)

7 The SAS System 8:28 Saturday, March 0, Observations 50 Variables 4 Simple Statistics SepalLength PetalLength SepalWidth PetalWidth Mean StD Correlation Matrix SepalLength PetalLength SepalWidth PetalWidth SepalLength Sepal Length (mm) PetalLength Petal Length (mm) SepalWidth Sepal Width (mm) PetalWidth Petal Width (mm) Eigenvalues of the Correlation Matrix Eigenvalue Difference Proportion Cumulative Eigenvectors Prin Prin2 Prin3 SepalLength Sepal Length (mm) PetalLength Petal Length (mm) SepalWidth Sepal Width (mm) PetalWidth Petal Width (mm)

8 The SAS System 8:28 Saturday, March 0, Scree Plot.0 Variance Explained Eigenvalue Proportion Principal Component 2 3 Principal Component Cumulative Proportion

9 The SAS System 8:28 Saturday, March 0, Component Scores Matrix

10 The SAS System 8:28 Saturday, March 0, Component Pattern Profiles Correlation SepalLength PetalLength SepalWidth PetalWidth Variable Component 2 3

11 The SAS System 8:28 Saturday, March 0, 208 Component Pattern.0 SepalWidth Component 2 (22.85%) SepalLength PetalWidth PetalLength Component (72.96%)

12 The SAS System 8:28 Saturday, March 0, Component Pattern Component 3 (3.669%) SepalWidth PetalWidth PetalLength SepalLength Component (72.96%)

13 The SAS System 8:28 Saturday, March 0, Component Pattern Component 3 (3.669%) PetalWidth PetalLength SepalLength SepalWidth Component 2 (22.85%)

14 The SAS System 8:28 Saturday, March 0, Component Scores Component 2 (22.85%) Component (72.96%)

15 The SAS System 8:28 Saturday, March 0, Component Scores Component 3 (3.669%) Component (72.96%)

16 The SAS System 8:28 Saturday, March 0, Component Scores Component 3 (3.669%) Component 2 (22.85%)

17 The SAS System 8:28 Saturday, March 0, Component Scores Component 3 (3.669%) Component Component 2 (22.85%)

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