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Titlebook: Statistical Physics; An Advanced Approach Josef Honerkamp Textbook 2012Latest edition Springer-Verlag Berlin Heidelberg 2012 Data Analysis

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Random Variables: Fundamentals of Probability Theory and StatisticsA fundamental concept for any statistical treatment is that of the random variable. Thus this concept and various other closely related ideas are presented at the beginning of this book.
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Random Fields: Textures and Classical Statistical Mechanics of Spin SystemsIf one associates a random variable with each point of a lattice in a one-, two-, or, in general, .-dimensional space the collection of these random variables is called a random field.
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Signal Analysis: Estimation of SpectraIn Chap. 5 we introduced stochastic processes. When a stochastic processes is observed, the result of a measurement can only be recorded for discrete times, e.g., .. The time step . is called the sampling time and 1 ∕ . the sampling frequency.
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Josef HonerkampFocuses on concepts and methods in statistics, giving detailed insight in analyzing physical data.Provides an thorough introduction to statistical physics with an emphasis on the analysis of statistic
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978-3-642-44385-5Springer-Verlag Berlin Heidelberg 2012
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