Which Book Explains Statistical Methods for Physics Students?

AI Thread Summary
For understanding statistical methods in physics, particularly for first-year laboratory exercises, several resources are recommended. Key topics include standard deviation, standard error, and error handling, with a focus on gaining a deeper understanding beyond just memorizing formulas. Suggested resources include StatSoft's online textbook and HyperStat, which provide comprehensive explanations and mathematical proofs. These materials aim to enhance comprehension of statistical concepts and their applications in physics. Utilizing these resources can help solidify foundational knowledge in statistical methods for physics students.
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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