Introductory Statistics and Random Phenomena Uncertainty, Complexity and Chaotic Behavior in Engineering and Science
Reviews Highly data-oriented, with an unusually large collection of real-life examples taken from industry and various scientific disciplines… The book departs from the standard fare, by [also] including detailed coverage of such contemporary topics as chaotic dynamical systems, the nature of random...
| Main Authors: | , |
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| Format: | eBook |
| Language: | English |
| Published: |
Cham
Birkhäuser
2017, 2017
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| Edition: | 1st ed. 2017 |
| Series: | Modern Birkhäuser Classics
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| Subjects: | |
| Online Access: | |
| Collection: | Springer eBooks 2005- - Collection details see MPG.ReNa |
Table of Contents:
- Preface
- Introduction
- Notation and Abbreviations
- Part I: Descriptive Statistics - Compressing Data
- Why One Needs to Analyze Data
- Data Representation and Compression
- Analytics Representation of Random Experimental Data
- Part II: Modeling Uncertainty
- Algorithmic Complexity and Random Strings
- Statistical Independence and Kolmogorov's Probability Theory
- Chaos in Dynamical Systems: How Uncertainty Arises in Scientific and Engineering Phenomena
- Part III: Model Specification Design of Experiments
- General Principles of Statistical Analysis
- Statistical Inference for Normal Populations
- Analysis of Variance
- Appendix A: Uncertainty Principle in Signal Processing and Quantum Mechanics
- Appendix B: Fuzzy Systems and Logic
- Appendix C: A Critique of Pure Reason
- Appendix D: The Remarkable Bernoulli Family
- Uncertain Virtual Worlds Mathematica Packages
- Appendix F: Tables
- Index