Concepts and recent advances in generalized information measures and statistics/
Kowalski, Andres M..
Concepts and recent advances in generalized information measures and statistics/ [electronic resource] / Evaldo M. F. Andres M.;Rossignoli Raul D.;Curado Kowalski. - Bentham Science Publishers Ltd., 2013. - 432 p.
Part I: Fundamental Concepts. Chapter, Lesson, Part Chapter 01 Heat and Entropy: A Brief History. Chapter, Lesson, Part Chapter 02 Essentials of Information Entropy and Related Measures. Chapter, Lesson, Part Chapter 03 The Nonadditive Entropy Sq: A Door Open to the Nonuniversality of the Mathematical Expression of the Clausius Thermodynamic Entropy in Terms of the Probabilities of the Microscopic Configurations. Chapter, Lesson, Part Chapter 04 What do Generalized Entropies Look Like? An Axiomatic Approach for Complex, Non-Ergodic Systems. Chapter, Lesson, Part Chapter 05 Majorization and Generalized Entropies. Chapter, Lesson, Part Chapter 06 Distances Measures for Probability Distributions. Chapter, Lesson, Part Chapter 07 A Statistical Measure of Complexity. Chapter, Lesson, Part Chapter 08 Generalized Statistical Complexity: A New Tool for Dynamical Systems. Chapter, Lesson, Part Part II: Applications. Chapter, Lesson, Part Chapter 09 The Fisher Information: Properties and Physico-Chemical Applications. Chapter, Lesson, Part Chapter 10 Entanglement and Entropy. Chapter, Lesson, Part Chapter 11 Semiclassical Treatments and Information Theory. Chapter, Lesson, Part Chapter 12 Statistical Complexity of Chaotic Pseudorandom Number Generators. Chapter, Lesson, Part Chapter 13 Analysis of an EL Nino-Southern Oscillation proxy record using Information Theory quantifiers. Chapter, Lesson, Part Chapter 14 Erythrocytes Viscoelasticity Under the lens of Wavelet-Information Theory Quantifiers. Chapter, Lesson, Part Chapter 15 Information-Theoretic Analysis of the Role of Correlations in Neural Spike Trains. Chapter, Lesson, Part Cover, Title,Concepts and recent advances in generalized information measures and statistics--Preface, Introduction, TOC,Contents--Preface, Introduction, TOC,Foreword by Fernando Dantas Nobre--Preface, Introduction, TOC,Foreword by Hector Vucetich--Preface, Introduction, TOC,Preface--Preface, Introduction, TOC,List of Contributors--Preface, Introduction, TOC,Introduction - Summary of Contents--References, Appendix, Index,Index.
9781608057610 9781608057603
Mathematics & Statistics
Concepts and recent advances in generalized information measures and statistics/ [electronic resource] / Evaldo M. F. Andres M.;Rossignoli Raul D.;Curado Kowalski. - Bentham Science Publishers Ltd., 2013. - 432 p.
Part I: Fundamental Concepts. Chapter, Lesson, Part Chapter 01 Heat and Entropy: A Brief History. Chapter, Lesson, Part Chapter 02 Essentials of Information Entropy and Related Measures. Chapter, Lesson, Part Chapter 03 The Nonadditive Entropy Sq: A Door Open to the Nonuniversality of the Mathematical Expression of the Clausius Thermodynamic Entropy in Terms of the Probabilities of the Microscopic Configurations. Chapter, Lesson, Part Chapter 04 What do Generalized Entropies Look Like? An Axiomatic Approach for Complex, Non-Ergodic Systems. Chapter, Lesson, Part Chapter 05 Majorization and Generalized Entropies. Chapter, Lesson, Part Chapter 06 Distances Measures for Probability Distributions. Chapter, Lesson, Part Chapter 07 A Statistical Measure of Complexity. Chapter, Lesson, Part Chapter 08 Generalized Statistical Complexity: A New Tool for Dynamical Systems. Chapter, Lesson, Part Part II: Applications. Chapter, Lesson, Part Chapter 09 The Fisher Information: Properties and Physico-Chemical Applications. Chapter, Lesson, Part Chapter 10 Entanglement and Entropy. Chapter, Lesson, Part Chapter 11 Semiclassical Treatments and Information Theory. Chapter, Lesson, Part Chapter 12 Statistical Complexity of Chaotic Pseudorandom Number Generators. Chapter, Lesson, Part Chapter 13 Analysis of an EL Nino-Southern Oscillation proxy record using Information Theory quantifiers. Chapter, Lesson, Part Chapter 14 Erythrocytes Viscoelasticity Under the lens of Wavelet-Information Theory Quantifiers. Chapter, Lesson, Part Chapter 15 Information-Theoretic Analysis of the Role of Correlations in Neural Spike Trains. Chapter, Lesson, Part Cover, Title,Concepts and recent advances in generalized information measures and statistics--Preface, Introduction, TOC,Contents--Preface, Introduction, TOC,Foreword by Fernando Dantas Nobre--Preface, Introduction, TOC,Foreword by Hector Vucetich--Preface, Introduction, TOC,Preface--Preface, Introduction, TOC,List of Contributors--Preface, Introduction, TOC,Introduction - Summary of Contents--References, Appendix, Index,Index.
9781608057610 9781608057603
Mathematics & Statistics
