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Textbooks on Error Analysis 
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#1
Mar1212, 09:11 PM

P: 207

I was recently told I needed to review some material and they recommended I look at Bevington: http://books.google.com/books/about/...d=0poQAQAAIAAJ
I haven't had a chance to look at it yet, but I was wondering if anyone had any other recommendations? My background is mostly in Analysis and Algebra :S So while I've had a course in Discrete, this is a little unfamiliar in general. 


#2
Mar1212, 10:37 PM

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Bevington is the standard book on error analysis for physics students and physicists. It's well written and relatively easy to understand. I'd definitely start there.



#3
Mar1312, 07:48 AM

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#4
Mar1312, 10:49 AM

P: 207

Textbooks on Error Analysis
That looks like same publisher as the Taylor book on Mechanics, assuming they're the same author I would think that Taylor's book should be very clearly written? Edit: After viewing the introductions/prefaces for both it would appear that the Taylor book is truly geared for a first viewing of the material. That's definitely a good thing, but I may need some (slightly) more advanced material after I finish. Do you have a recommendation for a reference or slightly more advanced book to follow Taylor? Sorry for asking so many questions ^^; 


#5
Mar1312, 01:31 PM

P: 207

This is what was said to me:
"As far as data analysis goes, beyond the basics (mean, sigma, chisquared fits) it would be good for you to understand maximum likelihood fits (particularly multidimensional ML fits). Also, we probably will want to explore using multivariate discriminators." Since I took AP Stat back in high school, I can't really say I've had Stats :P because that class was really poorly put together, so I'm definitely going to recover the basics. Now, for Bevington [3rd edition] I'm looking at covering: Chapter 1  Uncertainties in Measurements Chapter 2  Probability Distributions Chapter 3  Error Analysis Chapter 4  Estimates of Means and Errors Should I cover Chapter 5  Chapter 9? I'm not sure what I will need as prereq to beginning Chapter 10 on Maximum Likelihood...and I'm guessing I'll need Chapter 11  Testing the Fit For Taylor [2nd Edition] I'm looking at the following: (from Part I) Chapter 1. Prelinary Description of Error Analysis Chapter 2. How to Report and Use Uncertainties Chapter 3. Propagation of Uncertainties Chapter 4. Statistical Analysis of Random Uncertainties Chapter 5. The Normal Distribution (from Part II) Chapter 6. Rejection of Data Chapter 7. Weighted Averages Chapter 12. The ChiSquared Test for a Distribution I'm not sure what parts of Chapters 8  Chapter 11 I will need. The work I'll be doing [though I don't know exactly what yet] will be dealing with particle data, if this helps in determining what I need to know. I'm learning to work with a various packages in ROOT like RooFit and TVMA, but again I'm not sure if that helps for context much since I'm not very far into this yet! I am not entirely sure that Bevington (I doubt Taylor has the material) has the last two things he mentioned: Multidimensional MLs and Multivariate Discriminators, so it would be great to know if they do or where I can learn this material. To be honest, I don't even know what is meant by the last term and Google did not give me an immediate answer. Any recommendations on what to cover from where? :P I've got three whole months to work on this stuff, so I should be okay double covering a bit, right? 


#6
Mar1312, 03:11 PM

P: 1,072

Taylors error analysis book may not be super advanced but Taylor is a fantastic author in my opinion. Grab his book!



#7
Mar1312, 03:27 PM

P: 207

Do you have any recommendations for an advanced book to follow his? 


#8
Mar1312, 05:40 PM

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#9
Mar1612, 01:04 AM

P: 207

I know this isn't a popular subject, but I'd like to bump this just to see if anyone has any other input.
Someone recommended this to me as well: http://arxiv.org/pdf/physics/9711021v2.pdf So I'm looking at a combined approach reading through that paper, and working through bits of Bevington and Taylor together. 


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