The Gini Methodology

The Gini Methodology PDF Author: Shlomo Yitzhaki
Publisher: Springer Science & Business Media
ISBN: 1461447208
Category : Mathematics
Languages : en
Pages : 549

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Book Description
Gini's mean difference (GMD) was first introduced by Corrado Gini in 1912 as an alternative measure of variability. GMD and the parameters which are derived from it (such as the Gini coefficient or the concentration ratio) have been in use in the area of income distribution for almost a century. In practice, the use of GMD as a measure of variability is justified whenever the investigator is not ready to impose, without questioning, the convenient world of normality. This makes the GMD of critical importance in the complex research of statisticians, economists, econometricians, and policy makers. This book focuses on imitating analyses that are based on variance by replacing variance with the GMD and its variants. In this way, the text showcases how almost everything that can be done with the variance as a measure of variability, can be replicated by using Gini. Beyond this, there are marked benefits to utilizing Gini as opposed to other methods. One of the advantages of using Gini methodology is that it provides a unified system that enables the user to learn about various aspects of the underlying distribution. It also provides a systematic method and a unified terminology. Using Gini methodology can reduce the risk of imposing assumptions that are not supported by the data on the model. With these benefits in mind the text uses the covariance-based approach, though applications to other approaches are mentioned as well.

The Gini Methodology

The Gini Methodology PDF Author: Shlomo Yitzhaki
Publisher: Springer Science & Business Media
ISBN: 1461447208
Category : Mathematics
Languages : en
Pages : 549

Get Book Here

Book Description
Gini's mean difference (GMD) was first introduced by Corrado Gini in 1912 as an alternative measure of variability. GMD and the parameters which are derived from it (such as the Gini coefficient or the concentration ratio) have been in use in the area of income distribution for almost a century. In practice, the use of GMD as a measure of variability is justified whenever the investigator is not ready to impose, without questioning, the convenient world of normality. This makes the GMD of critical importance in the complex research of statisticians, economists, econometricians, and policy makers. This book focuses on imitating analyses that are based on variance by replacing variance with the GMD and its variants. In this way, the text showcases how almost everything that can be done with the variance as a measure of variability, can be replicated by using Gini. Beyond this, there are marked benefits to utilizing Gini as opposed to other methods. One of the advantages of using Gini methodology is that it provides a unified system that enables the user to learn about various aspects of the underlying distribution. It also provides a systematic method and a unified terminology. Using Gini methodology can reduce the risk of imposing assumptions that are not supported by the data on the model. With these benefits in mind the text uses the covariance-based approach, though applications to other approaches are mentioned as well.

The Gini Methodology

The Gini Methodology PDF Author: Shlomo Yitzhaki
Publisher: Springer
ISBN: 9781461447214
Category : Mathematics
Languages : en
Pages : 548

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Book Description
Gini's mean difference (GMD) was first introduced by Corrado Gini in 1912 as an alternative measure of variability. GMD and the parameters which are derived from it (such as the Gini coefficient or the concentration ratio) have been in use in the area of income distribution for almost a century. In practice, the use of GMD as a measure of variability is justified whenever the investigator is not ready to impose, without questioning, the convenient world of normality. This makes the GMD of critical importance in the complex research of statisticians, economists, econometricians, and policy makers. This book focuses on imitating analyses that are based on variance by replacing variance with the GMD and its variants. In this way, the text showcases how almost everything that can be done with the variance as a measure of variability, can be replicated by using Gini. Beyond this, there are marked benefits to utilizing Gini as opposed to other methods. One of the advantages of using Gini methodology is that it provides a unified system that enables the user to learn about various aspects of the underlying distribution. It also provides a systematic method and a unified terminology. Using Gini methodology can reduce the risk of imposing assumptions that are not supported by the data on the model. With these benefits in mind the text uses the covariance-based approach, though applications to other approaches are mentioned as well.

Gini Inequality Index

Gini Inequality Index PDF Author: Nitis Mukhopadhyay
Publisher: CRC Press
ISBN: 1000349187
Category : Mathematics
Languages : en
Pages : 202

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Book Description
"Prof. Nitis Mukhopadhyay and Prof. Partha Pratim Sengupta, who edited this volume with great attention and rigor, have certainly carried out noteworthy activities." - Giovanni Maria Giorgi, University of Rome (Sapienza) "This book is an important contribution to the development of indices of disparity and dissatisfaction in the age of globalization and social strife." - Shelemyahu Zacks, SUNY-Binghamton "It will not be an overstatement when I say that the famous income inequality index or wealth inequality index, which is most widely accepted across the globe is named after Corrado Gini (1984-1965). ... I take this opportunity to heartily applaud the two co-editors for spending their valuable time and energy in putting together a wonderful collection of papers written by the acclaimed researchers on selected topics of interest today. I am very impressed, and I believe so will be its readers." - K.V. Mardia, University of Leeds Gini coefficient or Gini index was originally defined as a standardized measure of statistical dispersion intended to understand an income distribution. It has evolved into quantifying inequity in all kinds of distributions of wealth, gender parity, access to education and health services, environmental policies, and numerous other attributes of importance. Gini Inequality Index: Methods and Applications features original high-quality peer-reviewed chapters prepared by internationally acclaimed researchers. They provide innovative methodologies whether quantitative or qualitative, covering welfare economics, development economics, optimization/non-optimization, econometrics, air quality, statistical learning, inference, sample size determination, big data science, and some heuristics. Never before has such a wide dimension of leading research inspired by Gini's works and their applicability been collected in one edited volume. The volume also showcases modern approaches to the research of a number of very talented and upcoming younger contributors and collaborators. This feature will give readers a window with a distinct view of what emerging research in this field may entail in the near future.

Top Incomes

Top Incomes PDF Author: A. B. Atkinson
Publisher: Oxford University Press
ISBN: 0199286892
Category : Business & Economics
Languages : en
Pages : 799

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Book Description
This volume brings together an exciting range of new studies of top incomes in a wide range of countries from around the world. The studies use data from income tax records to cast light on the dramatic changes that have taken place at the top of the income distribution. The results cover 22 countries and have a long time span, going back to 1875.

Economic Inequality – Trends, Traps and Trade-offs

Economic Inequality – Trends, Traps and Trade-offs PDF Author: Medani P. Bhandari
Publisher: CRC Press
ISBN: 1000792927
Category : Business & Economics
Languages : en
Pages : 343

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Book Description
The book “Economic Inequality – Trends, Traps and Trade-offs” presents the unexplored issues of economic inequality, including case studies of various countries. Inequality is a chronic divisive factor of society. It is well known that inequalities (such as economic, social, cultural, religious, geographical, etc.) have been omnipresent in human society. Inequalities can be found within each family, each community, and each nation and thus globally. Inequality is a major cause of political, economic, social instability, and creates crisis and conflict within society. A major cause of inequality is unequal, uneven, biased, power centric distributions of human economic, social, political, cultural and spiritual human necessities.The edited book examines the major parameters of the socio-economic issues of inequality and focuses on the key economic issues of inequality, namely, income and wealth distribution, equity & equality of outcome, and equality of opportunities. Economic inequality is measured by wealth, income dsiproportions in distribution and consumption patterns in a specific area. Mostly, inequality is measured using various statistical tools including the Gini Coefficient, inequality adjusted human development index, 20:20 ratio, Palma ratio, Hoover index, Galt score, Coefficient of variation, Theil index, wage share etc. However, not all income can be measured by these tools. By using case studies, this book encourages us to reframe economic development through the lens of growing inequalities and disparities. Economic growth per se is disproportional, and the efforts of scholars, practitioners and policymakers should be directed to empower the marginalized of society in a way that ‘no one should left behind’ (UN Slogan).

World Inequality Report 2022

World Inequality Report 2022 PDF Author: Lucas Chancel
Publisher: Harvard University Press
ISBN: 0674273567
Category : Business & Economics
Languages : en
Pages : 267

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Book Description
World Inequality Report 2022 is the most authoritative and comprehensive account of global trends in inequality, providing cutting-edge information about income and wealth inequality and also pioneering data about the history of inequality, gender inequality, environmental inequalities, and trends in international tax reform and redistribution.

Grassroots Development

Grassroots Development PDF Author:
Publisher:
ISBN:
Category : Community development
Languages : en
Pages : 76

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Book Description


Airline Network Development in Europe and its Implications for Airport Planning

Airline Network Development in Europe and its Implications for Airport Planning PDF Author: Guillaume Burghouwt
Publisher: Routledge
ISBN: 1317183002
Category : Business & Economics
Languages : en
Pages : 360

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Book Description
The ongoing deregulation and liberalization of worldwide air transport markets confronts airport planners with an increasingly problematic context. On the one hand, the capital intensive, large-scale and complex airport investments need a detailed, long/medium-term planning of airport infrastructure. Such planning requires at least predictable traffic volumes (and traffic composition) within the planning horizon. On the other hand, airline route networks are increasingly dynamic structures that frequently show discontinuous changes. As a consequence, the much more volatile airport traffic restricts the value of detailed traffic forecasts. Volatility of airport traffic and its composition requires flexibility of airport strategies and planning processes. The book explores this dilemma through a detailed study of airline network development, airport connectivity and airport planning in the deregulated EU air transport market. The questions the book seeks to answer are: · how have airlines responded to the regime changes in EU aviation with respect to the configuration of their route networks? · what has been the impact of the reconfiguration of airline network configurations for the connectivity of EU airports? · how can airport planners and airport authorities deal with the increasingly uncertain airline network behaviour in Europe?

Econometrics and Income Inequality

Econometrics and Income Inequality PDF Author: Martin Biewen
Publisher: MDPI
ISBN: 3038973661
Category : Business & Economics
Languages : en
Pages : 323

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Book Description
This book is a printed edition of the Special Issue "Econometrics and Income Inequality" that was published in Econometrics

On the Measurement of Horizontal Inequity

On the Measurement of Horizontal Inequity PDF Author: Mr.Peter J. Lambert
Publisher: International Monetary Fund
ISBN: 1451855656
Category : Business & Economics
Languages : en
Pages : 34

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Book Description
This paper makes a new attack on the old problem of measuring horizontal inequity in the income tax. Local measures of inequality of posttax income among pretax equals are proposed, which reflect alternative value judgments about the nature and magnitude of an inequity. These measures are aggregated into global indices. The welfare gain from eliminating horizontal inequity revenue-neutrally, and the revenue gain from eliminating it welfare-neutrally, in each case preserving the vertical performance of the tax, are captured by these indices. Difficulties of implementation arising from the “identification problem” are discussed. A variation in the methodology validates banding the income data to create “close equals” groups. Simulations show that the banding procedure works well. A range of potentially fruitful applications is discussed.