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Re:Guide to Linear Regression (2015) by larrydag on Thursday January 21, 2016 @09:07AM (#10945189)
I believe Frank Harrell's Regression Modeling Strategies is one of the best references for performing regression analysis.

website: http://biostat.mc.vanderbilt.edu/wiki/Main/RmS Amazon book: http://amzn.to/1UdPWOv

Re:Guide to Linear Regression (2015) by stdbrouw on Thursday January 21, 2016 @11:37AM (#10946350)
Yep, there is really no other book like Harrell. There's a 2015 edition with some good improvements too. Definitely not an introduction, though – it assumes you already know how regression works and preferably have already used it quite a bit in practice. For an introduction, I might recommend Downey's Think Stats [1] for a gentle introduction, Kutner's Applied Linear Statistical Models for a more traditional, mathy introduction or Gelman and Hill's Data Analysis Using Regression and Multilevel/Hierarchical [2] for something in-depth but still very approachable.

[1] http://greenteapress.com/thinkstats2/

[2] http://www.stat.columbia.edu/~gelman/arm/

Re:Guide to Linear Regression (2015) by larrydag on Thursday January 21, 2016 @01:19PM (#10947117)
great points. it's not an intro to regression book. although Harrell's examples are very well laid out and easy to follow.