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Titlebook: Probability and Statistics in Experimental Physics; Byron P. Roe Textbook 2001Latest edition Springer-Verlag New York 2001 Binomial distri

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The Monte Carlo Method: Computer Simulation of Experiments,le on computers. This is known as Monte Carlo simulation. This is often done because the experiment is very complicated and it is not practical to analytically summarize all of the different effects influencing our results. We try to generate a set of representative simulated events and let them, on
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The Central Limit Theorem,em on this point, the central limit theorem. The normal distribution is the most important probability distribution precisely because of this theorem. We also will find that occasionally in regions of physical interest the assumptions fail and the normal distribution is not approached.
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Methods for Estimating Parameters. Least Squares and Maximum Likelihood,developed for these problems and, in many cases, the estimation process can be automated and turned into almost a crank-turning operation. Nonetheless, as we will see, it is very important to understand in detail what we are doing.
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https://doi.org/10.1007/978-1-4684-9296-5Binomial distribution; Curve fitting; Experiment; Experimental Physics; Fitting; Maple; Measure; Monte Carl
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978-1-4419-2895-5Springer-Verlag New York 2001
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