Regression

Papers

Harder, Better, Faster, Stronger Convergence Rates for Least-Squares Regression

• arxiv: http://arxiv.org/abs/1602.05419

Structured Sparse Regression via Greedy Hard-Thresholding

• arxiv: http://arxiv.org/abs/1602.06042

Blogs

10 types of regressions. Which one to use?

• blog: http://www.datasciencecentral.com/profiles/blogs/10-types-of-regressions-which-one-to-use

Guide to an in-depth understanding of logistic regression

• blog: http://www.dataschool.io/guide-to-logistic-regression/

Linear Regression for Machine Learning

http://machinelearningmastery.com/linear-regression-for-machine-learning/

Regression, Logistic Regression and Maximum Entropy

http://ataspinar.com/2016/03/28/regression-logistic-regression-and-maximum-entropy/