What the best beginner textbook for chaos, fractal, & random analysis?

pattisahusiwa
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Hi all, I'm trying to self-learn about chaos, fractal, or anything that correspondence to random analysis (maybe with some material from statistical physics). Anyone know what the best textbook for these fields?
 
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I like Chaos and Time-Series Analysis by J. C. Sprott (OUP, 2003).
 
Thank you sir
 

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