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Titlebook: Statistical Physics; An Advanced Approach Josef Honerkamp Textbook 20022nd edition Springer-Verlag Berlin Heidelberg 2002 linear optimizati

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书目名称Statistical Physics
副标题An Advanced Approach
编辑Josef Honerkamp
视频video
概述A unique text at the advanced level with applications to modern physics.Three new chapters.Web-enhanced problems and solutions.Includes supplementary material:
丛书名称Advanced Texts in Physics
图书封面Titlebook: Statistical Physics; An Advanced Approach Josef Honerkamp Textbook 20022nd edition Springer-Verlag Berlin Heidelberg 2002 linear optimizati
描述The application of statistical methods to physics is essen- tial. This unique book on statistical physics offers an advanced approach with numerous applications to the modern problems students are confronted with. Therefore the text contains more concepts and methods in statistics than the student would need for statistical mechanics alone. Methods from mathematical statistics and stochastics for the analy- sis of data are discussed as well. The book is divided into two parts, focusing first on the modeling of statistical systems and then on the analysis of these systems. Problems with hints for solution help the students to deepen their knowledge. The second edition has been updated and enlarged with new material on estimators based on a probability dis- tribution for the parameters, identification of stochastic models from observations, and statistical tests and classi- fication methods (Chaps. 10-12). Moreover, a customized set of set of problems with solutions is accessible on the Web.
出版日期Textbook 20022nd edition
关键词linear optimization; probability theory; random variables; statistical physics; statistical tests; statis
版次2
doihttps://doi.org/10.1007/978-3-662-04763-7
isbn_softcover978-3-642-07703-6
isbn_ebook978-3-662-04763-7Series ISSN 1439-2674
issn_series 1439-2674
copyrightSpringer-Verlag Berlin Heidelberg 2002
The information of publication is updating

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1439-2674 lementary material: The application of statistical methods to physics is essen- tial. This unique book on statistical physics offers an advanced approach with numerous applications to the modern problems students are confronted with. Therefore the text contains more concepts and methods in statistic
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Statistical Physics Is More than Statistical Mechanicsacter. A student being introduced to physics first encounters the fundamental theories, for instance Newtonian mechanics, electrodynamics, and the theory of relativity, and sees in these the ideals of a scientific theory.
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Random Variables in State Space: Classical Statistical Mechanics of Fluids a system of . particles with momenta and positions .., .., . = 1,..., .. At each instant, the microscopic state . = (..,..., .., .., ..., ..) may be considered as a realization of a random variable in the 6.-dimensional phase space. For this random variable the density function has to be determined
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Quantum Random Systemsill take the more fundamental point of view that the particles and their interactions have to be described quantum mechanically. In quantum mechanics, the state of a system has to be described by a vector in a Hilbert space. If the quantum state is not known completely, one has to introduce the dens
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