Physics – Data Analysis – Statistics and Probability
Scientific paper
2007-04-01
Eur. Phys. J. - B, 22, 129-135 (2001)
Physics
Data Analysis, Statistics and Probability
12 pages, 5 eps figures, uses svjour.cls
Scientific paper
A physical law is represented by the probability distribution of a measured variable. The probability density is described by measured data using an estimator whose kernel is the instrument scattering function. The experimental information and data redundancy are defined in terms of information entropy. The model cost function, comprised of data redundancy and estimation error, is minimized by the creation-annihilation process.
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