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AuthorDenker, Manfred. author
TitleIntroductory Statistics and Random Phenomena [electronic resource] : Uncertainty, Complexity and Chaotic Behavior in Engineering and Science / by Manfred Denker, Wojbor A. Woyczyล{132}ski, Bernard Ycart
ImprintBoston, MA : Birkhรคuser Boston : Imprint: Birkhรคuser, 1998
Connect tohttp://dx.doi.org/10.1007/978-1-4612-2028-2
Descript XXIV, 509 p. online resource

CONTENT

I Descriptive Statistics-Compressing Data -- 1 Why One Needs to Analyze Data -- 2 Data Representation and Compression -- 3 Analytic Representation of Random Experimental Data -- II Modeling Uncertainty -- 4 Algorithmic Complexity and Random Strings -- 5 Statistical Independence and Kolmogorovโ{128}{153}s Probability Theory -- 6 Chaos in Dynamical Systems: How Uncertainty Arises in Scientific and Engineering Phenomena -- III Model Specification-Design of Experiments -- 7 General Principles of Statistical Analysis -- 8 Statistical Inference for Normal Populations -- 9 Analysis of Variance -- A Uncertainty Principle in Signal Processing and Quantum Mechanics -- B Fuzzy Systems and Logic -- C A Critique of Pure Reason -- D The Remarkable Bernoulli Family -- F Tables


Engineering Applied mathematics Engineering mathematics Computer mathematics Probabilities Statistics Engineering Appl.Mathematics/Computational Methods of Engineering Statistics for Engineering Physics Computer Science Chemistry and Earth Sciences Applications of Mathematics Probability Theory and Stochastic Processes Computational Science and Engineering



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