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I read this back in 2014 - the entire thing. It appears kind of dense, but you will be thankful that you have all the equations later on. I did it the hard way, by hand, the first time I went through it. Later on, when I spent more time on regression on my own, I realized it was really much simpler. Read it and struggle with it. Save it for the source equations.