This introduction to probability-based modeling covers basic stochastic tools used in physics, chemistry, engineering and the life sciences. Topics covered include conditional expectations, stochastic processes, Langevin equations, and Markov chain Monte Carlo algorithms. The applications include data assimilation, prediction from partial data, spectral analysis and turbulence. A special feature is the systematic analysis of memory effects.
Innehållsförteckning
Preliminaries.- Probability.- Brownian Motion.- Stationary Stochastic Processes.- Statistical Mechanics.- Time-Dependent Statistical Mechanics.
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Språk Engelska ● Formatera PDF ● Sidor 162 ● ISBN 9781441910028 ● Filstorlek 2.3 MB ● Utgivare Springer New York ● Stad NY ● Land US ● Publicerad 2009 ● Utgåva 2 ● Nedladdningsbara 24 månader ● Valuta EUR ● ID 2149865 ● Kopieringsskydd Adobe DRM
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