Which Book Explains Statistical Methods for Physics Students?

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christodouloum
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I need a book that will explain tha statistical methods that we use in the analysis of the laboratory exercises done in the first years of a physics course. Stuff like standard deviation, standard error etc and also in handling errors. I know the formulas and some general instructions on where to use them, i just want some further explanation and a mathematical proof if possible so that i really know what i am doing and not just copy formulas from a book. Any suggestions?
 
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