MPG.eBooks - Table of Contents: Introductory Statistics and Random Phenomena

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Bibliographic Details
Main Authors:	Denker, Manfred, Woyczynski, Wojbor (Author)
Format:	eBook
Language:	English
Published:	Boston, MA Birkhäuser 1998, 1998
Edition:	1st ed. 1998
Series:	Statistics for Industry and Technology
Subjects:	Engineering Mathematics Statistics Mathematics / Data Processing Probability Theory Computational Science And Engineering Statistics In Engineering, Physics, Computer Science, Chemistry And Earth Sciences Engineering / Data Processing Applications Of Mathematics Mathematics Mathematical And Computational Engineering Applications Probabilities
Online Access:	https://doi.org/10.1007/978-1-4612-2028-2?nosfx=y
Collection:	Springer Book Archives -2004 - Collection details see MPG.ReNa

Table of Contents:

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 Kolmogorov’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