Author | Denker, Manfred. author |
---|---|
Title | Introductory Statistics and Random Phenomena [electronic resource] : Uncertainty, Complexity and Chaotic Behavior in Engineering and Science / by Manfred Denker, Wojbor A. Woyczyลski, Bernard Ycart |
Imprint | Boston, MA : Birkhรคuser Boston : Imprint: Birkhรคuser, 1998 |
Connect to | http://dx.doi.org/10.1007/978-1-4612-2028-2 |
Descript | XXIV, 509 p. online resource |
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 Kolmogorovโs 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