Dimension reduction methods have the goal of using the correlation structure among the predictor variables to accomplish which of the following:

A. To reduce the number of predictor components

B. To help ensure that these components are dependent

C. To provide a framework for interpretability of the results

D. To help ensure that these components are independent

E. To increase the number of predictor components

Choose the correct answer from the options given below: 

1
A, B, D and E only 
2
A, C and D only 
3
A, B, C and E only 
4
B, C, D and E only 

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