Modeling Income Distributions and Lorenz Curves
Title | Modeling Income Distributions and Lorenz Curves PDF eBook |
Author | Duangkamon Chotikapanich |
Publisher | Springer Science & Business Media |
Pages | 322 |
Release | 2008-09-16 |
Genre | Business & Economics |
ISBN | 0387727965 |
Jean-Jacques Rousseau wrote in the Preface to his famous Discourse on Inequality that “I consider the subject of the following discourse as one of the most interesting questions philosophy can propose, and unhappily for us, one of the most thorny that philosophers can have to solve. For how shall we know the source of inequality between men, if we do not begin by knowing mankind?” (Rousseau, 1754). This citation of Rousseau appears in an article in Spanish where Dagum (2001), in the memory of whom this book is published, also cites Socrates who said that the only useful knowledge is that which makes us better and Seneca who wrote that knowing what a straight line is, is not important if we do not know what rectitude is. These references are indeed a good illustration of Dagum’s vast knowledge, which was clearly not limited to the ?eld of Economics. For Camilo the ?rst part of Rousseau’s citation certainly justi?ed his interest in the ?eld of inequality which was at the centre of his scienti?c preoccupations. It should however be stressed that for Camilo the second part of the citation represented a “solid argument in favor of giving macroeconomic foundations to microeconomic behavior” (Dagum, 2001). More precisely, “individualism and methodological holism complete each other in contributing to the explanation of individual and social behavior” (Dagum, 2001).
Pareto Distributions
Title | Pareto Distributions PDF eBook |
Author | Barry C. Arnold |
Publisher | CRC Press |
Pages | 435 |
Release | 2015-03-10 |
Genre | Mathematics |
ISBN | 1466584858 |
Since the publication of the first edition over 30 years ago, the literature related to Pareto distributions has flourished to encompass computer-based inference methods. Pareto Distributions, Second Edition provides broad, up-to-date coverage of the Pareto model and its extensions. This edition expands several chapters to accommodate recent result
An Introduction to Statistical Modeling of Extreme Values
Title | An Introduction to Statistical Modeling of Extreme Values PDF eBook |
Author | Stuart Coles |
Publisher | Springer Science & Business Media |
Pages | 226 |
Release | 2001-08-20 |
Genre | Mathematics |
ISBN | 1852334592 |
Directly oriented towards real practical application, this book develops both the basic theoretical framework of extreme value models and the statistical inferential techniques for using these models in practice. Intended for statisticians and non-statisticians alike, the theoretical treatment is elementary, with heuristics often replacing detailed mathematical proof. Most aspects of extreme modeling techniques are covered, including historical techniques (still widely used) and contemporary techniques based on point process models. A wide range of worked examples, using genuine datasets, illustrate the various modeling procedures and a concluding chapter provides a brief introduction to a number of more advanced topics, including Bayesian inference and spatial extremes. All the computations are carried out using S-PLUS, and the corresponding datasets and functions are available via the Internet for readers to recreate examples for themselves. An essential reference for students and researchers in statistics and disciplines such as engineering, finance and environmental science, this book will also appeal to practitioners looking for practical help in solving real problems. Stuart Coles is Reader in Statistics at the University of Bristol, UK, having previously lectured at the universities of Nottingham and Lancaster. In 1992 he was the first recipient of the Royal Statistical Society's research prize. He has published widely in the statistical literature, principally in the area of extreme value modeling.
Income Modeling and Balancing
Title | Income Modeling and Balancing PDF eBook |
Author | Thomas Kämpke |
Publisher | Springer |
Pages | 193 |
Release | 2015-02-12 |
Genre | Business & Economics |
ISBN | 3319132245 |
This book presents a rigorous treatment of the mathematical instruments available for dealing with income distributions, in particular Lorenz curves and related methods. The methods examined allow us to analyze, compare and modify such distributions from an economic and social perspective. Though balanced income distributions are key to peaceful coexistence within and between nations, it is often difficult to identify the right kind of balance needed, because there is an interesting interaction with innovation and economic growth. The issue of justice, as discussed in Thomas Piketty’s bestseller “Capital in the Twenty-First Century” or in the important book “The Price of Inequality” by Nobel laureate Joseph Stiglitz, is also touched on. Further, there is a close connection to the issue of democracy in the context of globalization. One highlight of the book is its rigorous treatment of the so-called Atkinson theorem and some extensions, which help to explain under which type of societal utility functions nations tend to operate either in the direction of more balance or less balance. Finally, there are some completely new insights into changing the balance pattern of societies and the kind of coalitions between richer and poorer parts of society to organize political support in democracies in either case. Oxford University's Sir Tony Atkinson, well known for his so-called Atkinson theorem, writes in his foreword to the book: “[The authors] contribute directly to t he recent debates that are going on in politics. [...] with this book the foundation of arguments concerning a proper balance in income distribution in the sense of identifying an ‘efficient inequality range’ has got an additional push from mathematics, which I appreciate very much.”
Pareto Distributions
Title | Pareto Distributions PDF eBook |
Author | Barry C. Arnold |
Publisher | CRC Press |
Pages | 456 |
Release | 2020-12-18 |
Genre | |
ISBN | 9780367738471 |
Since the publication of the first edition over 30 years ago, the literature related to Pareto distributions has flourished to encompass computer-based inference methods. Pareto Distributions, Second Edition provides broad, up-to-date coverage of the Pareto model and its extensions. This edition expands several chapters to accommodate recent results and reflect the increased use of more computer-intensive inference procedures. New to the Second Edition New material on multivariate inequality Recent ways of handling the problems of inference for Pareto models and their generalizations and extensions New discussions of bivariate and multivariate income and survival models This book continues to provide researchers with a useful resource for understanding the statistical aspects of Pareto and Pareto-like distributions. It covers income models and properties of Pareto distributions, measures of inequality for studying income distributions, inference procedures for Pareto distributions, and various multivariate Pareto distributions existing in the literature.
Recent Advances in Stochastic Operations Research
Title | Recent Advances in Stochastic Operations Research PDF eBook |
Author | Tadashi Dohi |
Publisher | World Scientific |
Pages | 325 |
Release | 2007 |
Genre | Business & Economics |
ISBN | 9812706682 |
Operations research uses quantitative models to analyze and predict the behavior of systems and to provide information for decision makers. Two key concepts in operations research are optimization and uncertainty. This volume consists of a collection of peer reviewed papers from the International Workshop on Recent Advances in Stochastic Operations Research (RASOR 2005), August 25OCo26, 2005, Canmore, Alberta, Canada. In particular, the book focusses on models in stochastic operations research, including queueing models, inventory models, financial engineering models, reliability models, and simulations models."
Lorenz Curve
Title | Lorenz Curve PDF eBook |
Author | Fouad Sabry |
Publisher | One Billion Knowledgeable |
Pages | 251 |
Release | 2024-02-03 |
Genre | Business & Economics |
ISBN |
What is Lorenz Curve A graphical representation of the distribution of wealth or income is known as the Lorenz curve, and it is used in the field of economics. Max O. Lorenz came up with the idea in 1905 for the purpose of providing a representation of the unequal distribution of income. How you will benefit (I) Insights, and validations about the following topics: Chapter 1: Lorenz curve Chapter 2: Gini coefficient Chapter 3: Normal distribution Chapter 4: Pareto distribution Chapter 5: Log-normal distribution Chapter 6: Jensen's inequality Chapter 7: Income inequality metrics Chapter 8: Logistic distribution Chapter 9: Coefficient of variation Chapter 10: Laplace distribution Chapter 11: Lévy distribution Chapter 12: Jaccard index Chapter 13: Theil index Chapter 14: Atkinson index Chapter 15: Mean absolute difference Chapter 16: Generalized Pareto distribution Chapter 17: Log-logistic distribution Chapter 18: Lorenz asymmetry coefficient Chapter 19: Dagum distribution Chapter 20: Noncentral beta distribution Chapter 21: Log-Cauchy distribution (II) Answering the public top questions about lorenz curve. (III) Real world examples for the usage of lorenz curve in many fields. Who this book is for Professionals, undergraduate and graduate students, enthusiasts, hobbyists, and those who want to go beyond basic knowledge or information for any kind of Lorenz Curve.