Have a look at the book "Elements of statistical learning".
http://statweb.stanford.edu/~tibs/ElemStatLearn/

On 03/06/2016 02:37 PM, Cayman Ag wrote:
> Hello, I have a basic question regarding the formula on Ordinary Least 
> Squares 1.1.1. from this page:
>
>
> scikit-learn.org/stable/modules/linear_model.html
>
> The formula is the following: min (sub w) || Xw - y|| sub 2 super 2
>
> I understand that we are trying to choose w to minimize the residual sum of 
> squares xw-y.
>
> I don't understand what the subscript 2 (following the absolute value symbol) 
> refers to.
>
>
> Thank you.
>
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