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Introductory Statistics & Random Phenomena: Uncertainty, Complexity & Chaotic Behavior in Engineering & Science Book

Introductory Statistics & Random Phenomena: Uncertainty, Complexity & Chaotic Behavior in Engineering & Science
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Introductory Statistics & Random Phenomena: Uncertainty, Complexity & Chaotic Behavior in Engineering & Science, Introductory Statistics and Random Phenomena integrates traditional statistical data analysis with new computational experimentation capabilities and concepts of algorithmic complexity and chaotic behavior in nonlinear dynamic systems. This is the first a, Introductory Statistics and Random Phenomena: Uncertainty, Complexity and Chaotic Behavior in Engineering and Science
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  • Introductory Statistics and Random Phenomena: Uncertainty, Complexity and Chaotic Behavior in Engineering and Science
  • Written by author Manfred Denker
  • Published by Birkhauser Verlag, 12/31/2012
  • Introductory Statistics and Random Phenomena integrates traditional statistical data analysis with new computational experimentation capabilities and concepts of algorithmic complexity and chaotic behavior in nonlinear dynamic systems. This is the first a
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Book Categories

Authors

Preface
Introduction
Notation and Abbreviations
I Descriptive Statistics - Compressing Data 1
1 Why One Needs to Analyze Data 3
2 Data Representation and Compression 55
3 Analytic Representation of Random Experimental Data 119
II Modeling Uncertainty 201
4 Algorithmic Complexity and Random Strings 203
5 Statistical Independence and Kolmogorov's Probability Theory 243
6 Chaos in Dynamical Systems: How Uncertainty Arises in Scientific and Engineering Phenomena 293
III Model Specification-Design of Experiments 365
7 General Principles of Statistical Analysis 367
8 Statistical Inference for Normal Populations 393
9 Analysis of Variance 443
A Uncertainty Principle in Signal Processing and Quantum Mechanics 461
B Fuzzy Systems and Logic 465
C A Critique of Pure Reason 469
D The Remarkable Bernoulli Family 473
E Uncertain Virtual Worlds Mathematica Packages 477
F Tables 497
Index 503


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Introductory Statistics & Random Phenomena: Uncertainty, Complexity & Chaotic Behavior in Engineering & Science, Introductory Statistics and Random Phenomena integrates traditional statistical data analysis with new computational experimentation capabilities and concepts of algorithmic complexity and chaotic behavior in nonlinear dynamic systems. This is the first a, Introductory Statistics and Random Phenomena: Uncertainty, Complexity and Chaotic Behavior in Engineering and Science

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Introductory Statistics & Random Phenomena: Uncertainty, Complexity & Chaotic Behavior in Engineering & Science, Introductory Statistics and Random Phenomena integrates traditional statistical data analysis with new computational experimentation capabilities and concepts of algorithmic complexity and chaotic behavior in nonlinear dynamic systems. This is the first a, Introductory Statistics and Random Phenomena: Uncertainty, Complexity and Chaotic Behavior in Engineering and Science

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Introductory Statistics & Random Phenomena: Uncertainty, Complexity & Chaotic Behavior in Engineering & Science, Introductory Statistics and Random Phenomena integrates traditional statistical data analysis with new computational experimentation capabilities and concepts of algorithmic complexity and chaotic behavior in nonlinear dynamic systems. This is the first a, Introductory Statistics and Random Phenomena: Uncertainty, Complexity and Chaotic Behavior in Engineering and Science

Introductory Statistics & Random Phenomena: Uncertainty, Complexity & Chaotic Behavior in Engineering & Science

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