Brief description of the codes to implement the method


Hi, I want a brief description of the R codes needed to implement the method:

1) Bootstrap

2) Cross-validation

3) Subset selection methods

4) Ridge regression

5) Lasso

6) Principal components

7) Partial least squares

8) Regression splines

9) Smoothing splines

10) Wavelet smoothing

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Basic Statistics: Brief description of the codes to implement the method
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