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I believe Frank Harrell's Regression Modeling Strategies is one of the best references for performing regression analysis. website: http://biostat.mc.vanderbi
by larrydag 11y ago
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 http://biostat.mc.vanderbilt.edu/wiki/Main/RmS
Amazon book: http://amzn.to/1UdPWOv http://amzn.to/1UdPWOv
- stdbrouw 11y agoYep, 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/ http://greenteapress.com/thinkstats2/ [2] http://www.stat.columbia.edu/~gelman/arm/ http://www.stat.columbia.edu/~gelman/arm/
- larrydag 11y agogreat points. it's not an intro to regression book. although Harrell's examples are very well laid out and easy to follow.