We introduce a randomized algorithm for overdetermined linear least-squares regression. Given an arbitrary full-rank m × n matrix A with m ≥ n, any m × 1 vector b, and any positive real number ε, the ...

Yelina writes from this point onwards… Regression analysis comes in many forms, but let us briefly outline those you’ll likely need for your practice. #1 Linear regression Source: quora.com ...