The Information Theory of Comparisons (eBook)
XV, 159 Seiten
Springer Singapore (Verlag)
978-981-13-1550-3 (ISBN)
This book finds a broad domain of relevance in statistics and the social sciences. Its conceptual development is supported by applications to economics and income distribution, finance, education, demographics and actuarial science, political studies, psychology, and general statistics.
Fresh perspectives on directional complexity have generated an informational theory of 'more versus less', with representative polar outcomes as good or bad, or rich or poor. New duality metrics for spread and asymmetry have resulted, motivated by internal perspectives on the part of subjects, such as attitudes to their comparative (dis)advantage. This book is a readable review of these developments. Concepts and applications are described in tandem with each other. They consolidate recent contributions to the research literature, augmented with fresh insights and applications. Dynamic extensions include modeling shifting social attitudes, while the broader agenda encompasses topical areas such as subjectivist probability, investment decision making, and income distribution.
Roger Bowden has extensive international experience in academia and research institutions, with permanent or visiting professorships and research fellowships spanning eight countries. His research has resulted in many journal articles, as well as research monographs, spanning economics, econometrics, statistics, finance, psychometrics, management science and law. A New Zealander by birth, Roger is a fellow of the Royal Society of New Zealand. He is currently Director, Kiwicap Research Ltd in Wellington, New Zealand.
This book finds a broad domain of relevance in statistics and the social sciences. Its conceptual development is supported by applications to economics and income distribution, finance, education, demographics and actuarial science, political studies, psychology, and general statistics. Fresh perspectives on directional complexity have generated an informational theory of 'more versus less', with representative polar outcomes as good or bad, or rich or poor. New duality metrics for spread and asymmetry have resulted, motivated by internal perspectives on the part of subjects, such as attitudes to their comparative (dis)advantage. This book is a readable review of these developments. Concepts and applications are described in tandem with each other. They consolidate recent contributions to the research literature, augmented with fresh insights and applications. Dynamic extensions include modeling shifting social attitudes, while the broader agenda encompasses topical areas such as subjectivist probability, investment decision making, and income distribution.
Roger Bowden has extensive international experience in academia and research institutions, with permanent or visiting professorships and research fellowships spanning eight countries. His research has resulted in many journal articles, as well as research monographs, spanning economics, econometrics, statistics, finance, psychometrics, management science and law. A New Zealander by birth, Roger is a fellow of the Royal Society of New Zealand. He is currently Director, Kiwicap Research Ltd in Wellington, New Zealand.
Chapter 1. Partition entropy.- Chapter 2. Entropic shifting Perspectives and Applications.- Chapter 3. Moments, Measures and Metrics.- Chapter 4. Information Comparisons in Practice.- Chapter 5. Binary Perspectives for Spread and Asymmetry.- Chapter 6. Higher Dimensions.- Chapter 7. Entropy, Risk and Comparability.
| Erscheint lt. Verlag | 19.7.2018 |
|---|---|
| Zusatzinfo | XV, 159 p. 44 illus., 40 illus. in color. |
| Verlagsort | Singapore |
| Sprache | englisch |
| Themenwelt | Mathematik / Informatik ► Mathematik ► Statistik |
| Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik | |
| Schlagworte | Differential Entropy • Dispersion • Distribution Shifting • D-Metric • Double Smoothing • Entropic Centre • Entropic Shifts • Entropy Bandwidth • Entropy Divergence • Friedman–Savage • Gini coefficient • Gini Mean Absolute Difference • income inequality • Log Odds • mutual information • Partition Entropy • Shannon Differential Entropy • social welfare function • Spread and Asymmetry • V-Metric |
| ISBN-10 | 981-13-1550-7 / 9811315507 |
| ISBN-13 | 978-981-13-1550-3 / 9789811315503 |
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