ANOVA and Linear Regression Resource

[Tosh5457]

Hello,

Can someone please let me know of a resource (book or other) that explains how to use ANOVA in linear regression? I didn't even know what ANOVA was until some days ago so I'm looking for something that explains it thoroughly with deductions. The resources I've read focused solely on giving a formula on how to use the method, and no explanation on how to deduce the method... Thanks

 

[.Scott]

If you're willing to go for the full Lean Six Sigma Black Belt training, you will escape knowing more about analysis of mean and many other statistical tools than you will likely ever need.
Short of that, I would suggest getting "Minitab" and go through their exercises:
https://support.minitab.com/en-us/m...ow-to/one-way-anova/before-you-start/example/

There is a free trial version - which may be sufficient for running the ANOVA exercises. Then the tool itself is about $1600.
http://www.minitab.com/en-us/products/minitab/pricing/

 

[FactChecker]

A book that I liked was "Applied Regression Analysis" by Norman Draper and Harry Smith.

Another good one that concentrates on the connections between regression, ANOVA, and other statistical methods is "Applied Regression Analysis and Other Multivariable Methods" by David Kleinbaum and Lawrence Kupper.