Academic literature on the topic 'Gini method'

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Journal articles on the topic "Gini method"

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Mahinpei, Romina. "A Comparative Analysis of the Gini Index." STEM Fellowship Journal 6, no. 1 (2020): 34–52. http://dx.doi.org/10.17975/sfj-2020-010.

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Around the world, the Gini index is used to represent income inequality and is compared between regions. Proposed by Corrado Gini in 1912, the index summarizes the income disparity of an area into a single value that falls between zero and one [1]. There are numerous methods for evaluating the Gini index [2]. Considering its global use, it is essential for these different approaches to provide consistent results for a region. This paper compares the Gini indices obtained using three of the earliest developed methods. These methods include Gini’s original method, the relative mean difference me
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Agbokou, Komi, and Yaogan Mensah. "Varying bandwidth parameter method on Kernel Gini index estimation." Annals of the University of Craiova Mathematics and Computer Science Series 50, no. 1 (2023): 29–41. http://dx.doi.org/10.52846/ami.v50i1.1602.

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Most of measures of income inequality are derived from the Lorenz curve and many authors state that the Gini index is the best single measure of inequality. The present paper reviews some of theoretical properties of the Lorenz curve and provides a non-parametric estimate of the Gini index and the almost sure convergence of this estimate. And to confirm the performance of the estimator, a simulation on real data was carried out.
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Aliluiko, Andrii, Valerii Yeromenko, and Natalia Stefurak. "ASSESSMENT OF INEQUALITY OF THE POPULATION OF UKRAINE BY SOURCES OF INCOME." INNOVATIVE ECONOMY, no. 3-4 (2021): 98–105. http://dx.doi.org/10.37332/2309-1533.2021.3-4.14.

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Purpose. The aim of the article is the analysis of inequality of the population of Ukraine by sources of income. Methodology of research. A set of general scientific and specific methods of economic research was used in the course of the research, in particular, methods of theoretical generalizations: analysis, abstract and logical method (at substantiation of modern tendencies of inequality of the population of Ukraine on incomes); economic and statistical methods (in assessing the dynamics of inequality of the population of Ukraine in terms of monetary income); methods of mathematical statis
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Zeffora, Joylin, and Shobarani Shobarani. "Optimizing random forest classifier with Jenesis-index on an imbalanced dataset." Indonesian Journal of Electrical Engineering and Computer Science 26, no. 1 (2022): 505–11. https://doi.org/10.11591/ijeecs.v26.i1.pp505-511.

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Random forest is an ensemble algorithm for machine learning. In decision trees, the splitting criteria is built on the prediction of the nodal points and formation of rules by Gini index and Information Gain. Gini index is a measure of inequality. Gini index does not take into consideration the structural changes in the dataset, and inaccurate data can distort the validity of the gini-coefficient. For data with the same feature but different outcomes, the gini-coefficient remained the same. The proposed method for attribute selection measure takes into consideration that there may be structura
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Shang, Songpu, and Songhao Shang. "Estimating Gini Coefficient from Grouped Data Based on Shape-Preserving Cubic Hermite Interpolation of Lorenz Curve." Mathematics 9, no. 20 (2021): 2551. http://dx.doi.org/10.3390/math9202551.

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The Lorenz curve and Gini coefficient are widely used to describe inequalities in many fields, but accurate estimation of the Gini coefficient is still difficult for grouped data with fewer groups. We proposed a shape-preserving cubic Hermite interpolation method to approximate the Lorenz curve by maximizing or minimizing the strain energy or curvature variation energy of the interpolation curve, and a method to estimate the Gini coefficient directly from the coefficients of the interpolation curve. This interpolation method can preserve the essential requirements of the Lorenz curve, i.e., no
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Mirzaei, Shahryar, Gholam Reza Mohtashami Borzadaran, and Mohammad Amini. "A comparative study of the Gini coefficient estimators based on the linearization and U-statistics Methods." Revista Colombiana de Estadística 40, no. 2 (2017): 205–21. http://dx.doi.org/10.15446/rce.v40n2.53399.

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In this paper, we consider two well-known methods for analysis of the Gini index, which are U-statistics and linearization for some incomedistributions. In addition, we evaluate two different methods for some properties of their proposed estimators. Also, we compare two methods with resampling techniques in approximating some properties of the Gini index. A simulation study shows that the linearization method performs 'well' compared to the Gini estimator based on U-statistics. A brief study on real data supports our findings.
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Loffredo, Filomena, Irene Opoku-Ntim, Doris Kitson-Mills, and Maria Quarto. "Gini Method Application: Indoor Radon Survey in Kpong, Ghana." Atmosphere 13, no. 8 (2022): 1179. http://dx.doi.org/10.3390/atmos13081179.

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In this study, the indoor radon concentrations map, starting from a sparse measurements survey, was realized with the Gini index method. This method was applied on a real dataset coming from indoor radon measurements carried out in Kpong, Ghana. The Gini coefficient variogram is shown to be a good estimator of the inhomogeneity degree of radon concentration because it allows for better constraining of the critical distance below which the radon geological source can be considered as uniform. The indoor radon measurements were performed in 96 dwellings in Kpong, Ghana. The data showed that 84%
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Dai, Pingsheng, and Sitong Shen. "Estimation of the Gini coefficient based on two quantiles." PLOS ONE 20, no. 2 (2025): e0318833. https://doi.org/10.1371/journal.pone.0318833.

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Based on the Palma proposition and the Lorenz fitting curve, this paper estimates the sample Gini coefficient using the income share of the top 10% and bottom 40% of the population. Empirical research shows that the absolute error between the estimated value and sample Gini coefficient is within a hundredth. Monte Carlo simulation shows that the new method has good performance and robustness for estimating Gini coefficients with different sample sizes and different inequality levels. Using the two quantiles in the deciles to estimate the sample Gini coefficient and the Lorenz fitting curve is
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Tang, Yu Lan, Ya Na Li, Xu Dong, and Ran Yan. "Study on COD Emission Reductions Assignment of Basin Based on Information Entropy Method and Gini Coefficient Method." Advanced Materials Research 1014 (July 2014): 287–90. http://dx.doi.org/10.4028/www.scientific.net/amr.1014.287.

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The Qinghe and Fanhe basin in Tieling, Liaoning were studied as case in this sduty. The COD emission reduction was assigned by the method of information entropy and the Gini coefficient method first. Then the correlation between the calculation methods and the water environmental quality was analyzed. Finally, the best method of reduction calculation was identified. The results showed that the information entropy method was a better method in total allocation because it was highly correlated with water environment quality,at the same time it combined the pollution reduction and water environme
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Yitzhaki, Shlomo. "Calculating Jackknife Variance Estimators for Parameters of the Gini Method." Journal of Business & Economic Statistics 9, no. 2 (1991): 235. http://dx.doi.org/10.2307/1391792.

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Dissertations / Theses on the topic "Gini method"

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Ziebell, Sara E. "A Powerful Correlation Method for Microbial Co-Occurrence Networks." Thesis, The University of Arizona, 2015. http://hdl.handle.net/10150/595812.

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Motivation: Network interpretation using correlations has several known difficulties. Firstly, the data structure has discrete counts with an excess of zeros creating non-normal non-continuous data. Secondly, correlations, often used as similarity measures in network inference, are not causal. Thirdly, there is a masking effect of mutualism on commensalism and competition on amensalism in ecological networks that interfere with interpretation (Faust and Raes, 2012). More explicitly, the symmetric nature of correlations (cor(X,Y)=cor(Y,X)) can mask the affect of the asymmetric ecology relation
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Маленко, М. Ю. "Моделювання ефекту просочування для української економіки". Thesis, Видавництво СумДУ, 2011. http://essuir.sumdu.edu.ua/handle/123456789/10327.

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Бакун, Сабіна Антонівна. "Система оцінки кредитоспроможності фізичних осіб з використанням методів регресійного аналізу". Master's thesis, Київ, 2018. https://ela.kpi.ua/handle/123456789/23984.

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Магістерська дисертація: 107 с., 32 рис., 32 табл., 5 додатків, 19 джерел. Актуальність теми: в Україні бурхливо зростає ринок споживчого кредитування. Проте, разом з цим, зростає і кількість неповернених кредитів, що наносить досить великі збитки банківським установам. Таким чином, розробка та застосування систем оцінки кредитоспроможності фізичних осіб у процесі прийняття рішення щодо видачі кредиту є актуальними на сьогоднішній день. Мета даної роботи полягає у дослідженні та вдосконаленні існуючих методик побудови скорингових моделей та розробці системи підтримки прийняття рішень для о
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Huangfu, Dan. "Data Mining for Car Insurance Claims Prediction." Digital WPI, 2015. https://digitalcommons.wpi.edu/etd-theses/383.

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A key challenge for the insurance industry is to charge each customer an appropriate price for the risk they represent. Risk varies widely from customer to customer, and a deep understanding of different risk factors helps predict the likelihood and cost of insurance claims. The goal of this project is to see how well various statistical methods perform in predicting bodily injury liability Insurance claim payments based on the characteristics of the insured customer’s vehicles for this particular dataset from Allstate Insurance Company.We tried several statistical methods, including logisti
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Neshati, Sani Mehran. "Evaluation of "GIN method" at Two fans of City banan project in Stockholm." Thesis, KTH, Jord- och bergmekanik, 2015. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-168590.

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An underground installation with too much inflow can lead to dangerous consequences for around environment, therefore a well-sealed construction results in appropriate inflows. To mitigate movement of ground water table in underground constructions, it is necessary to seal the rock mass by grout injection. To fulfill the inflow requirement, cement based grouting is both practical and economical solution and is used in Sweden as permanent solution because of the good quality rock mass of Nordic countries. To achieve an effective and more economical grouting process, the method of stop criteria
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Stevens, David John. "Review of Alternative Construction Methods for Transmission Towers." Thesis, University of Canterbury. Management, Marketing, and Entrepreneurship, 2014. http://hdl.handle.net/10092/8937.

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It is important to ensure that Transpower is prepared to deliver upcoming transmission tower refurbishment projects that are located on sites with difficult access. This project reviews the availability, capability and cost of utilising alternative construction methods and any associated wider issues. The focus of this report is on how Transpower can more effectively utilise helicopters and gin poles for transmission tower erection and material delivery on remote sites.
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Kromer, Gina Vanessa [Verfasser], and Andreas Jochen [Akademischer Betreuer] Fallgatter. "Vagus somatosensorisch evozierte Potenziale - Die grundlegende Betrachtung einer potenziellen Methode zur Früherkennung neurodegenerativer Erkrankungen / Gina Vanessa Kromer ; Betreuer: Andreas Jochen Fallgatter." Tübingen : Universitätsbibliothek Tübingen, 2015. http://d-nb.info/1197134824/34.

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Hansén, Jacob, and Axel Gustafsson. "A Study on Comparison Websites in the Airline Industry and Using CART Methods to Determine Key Parameters in Flight Search Conversion." Thesis, KTH, Matematisk statistik, 2019. http://urn.kb.se/resolve?urn=urn:nbn:se:kth:diva-254309.

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This bachelor thesis in applied mathematics and industrial engineering and management aimed to identify relationships between search parameters in flight comparison search engines and the exit conversion rate, while also investigating how the emergence of such comparison search engines has impacted the airline industry. To identify such relationships, several classification models were employed in conjunction with several sampling methods to produce a predictive model using the program R. To investigate the impact of the emergence of comparison websites, Porter's 5 forces and a SWOT - analysis
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Svoboda, Pavel. "Metody klasifikace www stránek." Master's thesis, Vysoké učení technické v Brně. Fakulta informačních technologií, 2009. http://www.nusl.cz/ntk/nusl-236643.

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The main goal of this master's thesis was to study the main principles of classification methods. Basic principles of knowledge discovery process, data mining and using an external class CSSBox are described. Special attantion was paid to implementation of a ,,k-nearest neighbors`` classification method. The first objective of this work was to create training and testing data described by 'n' attributes. The second objective was to perform experimental analysis to determine a good value for 'k', the number of neighbors.
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YI, WU PEI, and 吳佩宜. "Measuring the Extent toward Ward Specialization for hospitals Using Gini Coefficient Calculation Method." Thesis, 2017. http://ndltd.ncl.edu.tw/handle/nusxq2.

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碩士<br>嘉南藥理大學<br>醫務管理系<br>104<br>Objective: The aim of this study is using Gini coefficient to calculate the Extent Toward Ward Specialization (ETWS) in hospitals for improving nursing care quality and reducing nurse’s work loadings and depression. Methods: We collected data of the inpatient healthcare reimbursement claim from July to December, 2015 in four southern Taiwan hospitals. Extreme data in terms of days of stay length less than 3 days and over 30 days were excluded in this study. The eligible sample (case) size was 32,320 hospitalized in 53 hospital wards. The Gini coefficient
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Books on the topic "Gini method"

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Meier, Joanne D. Gina and the magic bear: The sound of soft G. Child's World, 2010.

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Leibbrandt, M. V. The contribution of income components to income inequality in South Africa: A decomposable Gini analysis. World Bank, 1996.

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Mukhopadhyay, Nitis, and Partha Pratim Sengupta. Gini Inequality Index: Methods and Applications. Taylor & Francis Group, 2021.

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Gini Inequality Index: Methods and Applications. CRC Press LLC, 2023.

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Mukhopadhyay, Nitis, and Partha Pratim Sengupta. Gini Inequality Index: Methods and Applications. Taylor & Francis Group, 2021.

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Mukhopadhyay, Nitis, and Partha Pratim Sengupta. Gini Inequality Index: Methods and Applications. Taylor & Francis Group, 2021.

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Gini Inequality Index: Methods and Applications. Taylor & Francis Group, 2021.

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Mukhopadhyay, Nitis, and Partha Pratim Sengupta. Gini Inequality Index. Taylor & Francis Group, 2021.

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Ginn Big Book Phonics (Big Book Phonics). Ginn & Company, 1998.

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Rao, Prasada. Welfare Comparisons with Heterogeneous Prices, Consumption, and Preferences. Edited by Matthew D. Adler and Marc Fleurbaey. Oxford University Press, 2016. http://dx.doi.org/10.1093/oxfordhb/9780199325818.013.25.

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The chapter provides an overview of the methods and techniques employed by economic statisticians in compiling measures of real expenditure for use in making temporal and spatial comparisons of economic welfare. The role of money-metric utility in making price and welfare comparisons is explored. Temporal measures of price change based on the Konus cost-of-living index and the associated measures of welfare change for individuals and groups of individuals are discussed. Links between the commonly used Laspeyres, Paasche, Fisher, and Tornqvist index numbers and the Konus index-based measures of
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Book chapters on the topic "Gini method"

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Zhou, Long, Bin Li, Sihong Li, Ngan Leng Lei, and Kengfong Cheong. "Transportation Integration Development in Hengqin and Macao." In Urban and Regional Cooperation and Development. Springer Nature Singapore, 2022. http://dx.doi.org/10.1007/978-981-19-8061-9_5.

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AbstractThis chapter first analyses the accessibility of public transportation in Macao and Hengqin based on the plans in the draft ‘Macao Land Transport Master Plan (2021–2030)’. Secondly, the accessibility of schools, bus stops, and other public services in Macao and Hengqin is quantitatively assessed by applying the two-step floating catchment area (2SFCA) method to analyse the adequacy of public services in terms of population density in the transportation areas. Finally, the equity of accessibility in the two areas is compared using the Gini coefficient.
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Negi, Anuja, Shubham Sharma, and J. Priyadarshini. "Gini Index and Entropy-Based Evaluation: A Retrospective Study and Proposal of Evaluation Method for Image Segmentation." In Nanoelectronics, Circuits and Communication Systems. Springer Singapore, 2020. http://dx.doi.org/10.1007/978-981-15-2854-5_22.

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Pang, Kaiwen, Heng Xiao, Xiaoshuang Wang, and Yue Zhuo. "Spatial difference of water resources carrying capacity in the Yellow River basin based on Dagum Gini coefficient method." In Advances in Energy Materials and Environment Engineering. CRC Press, 2022. http://dx.doi.org/10.1201/9781003332664-76.

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Mair, Patrick. "Gifi Methods." In Use R! Springer International Publishing, 2018. http://dx.doi.org/10.1007/978-3-319-93177-7_8.

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Graves, Samuel B., Jeffrey L. Ringuest, and Andrés L. Medaglia. "Mean-Gini Analysis in Project Selection." In Models & Methods for Project Selection. Springer US, 2003. http://dx.doi.org/10.1007/978-1-4615-0280-7_7.

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Kaminskiy, M. P., and V. V. Krivtsov. "A Gini-Type Index for Aging/Rejuvenating Objects." In Mathematical and Statistical Models and Methods in Reliability. Birkhäuser Boston, 2010. http://dx.doi.org/10.1007/978-0-8176-4971-5_10.

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Cardin, Marta. "A Note on Natural Risk Statistics, OWA Operators and Generalized Gini Functions." In Mathematical and Statistical Methods for Actuarial Sciences and Finance. Springer International Publishing, 2014. http://dx.doi.org/10.1007/978-3-319-05014-0_13.

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Silan, Margherita, and Giovanna Boccuzzo. "Gender INequality Indicator for Academia (GINIA)." In Proceedings e report. Firenze University Press and Genova University Press, 2023. http://dx.doi.org/10.36253/979-12-215-0106-3.54.

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The main aim of this work consists on a methodological proposal to represent and measure gender inequality in academia, focusing on the University of Padua. In order to reach our goal, we ended up with two different and complementary tools: a system of indicators and a composite indicator, that we called Gender INequality Indicator for Academia (GINIA). Data used to build and compute GINIA in the University of Padua come both from administrative datasets and from an ad-hoc survey, whose data were adjusted by post-stratification weights. Starting from existing indexes described in the literatur
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Pardeshi, Nilesh G., and Dipak V. Patil. "Applying Gini Importance and RFE Methods for Feature Selection in Shallow Learning Models for Implementing Effective Intrusion Detection System." In Advances in Computer Science Research. Atlantis Press International BV, 2023. http://dx.doi.org/10.2991/978-94-6463-136-4_21.

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Wagner, Katarzyna. "Wealth inequalities in cities of the Polish-Lithuanian Commonwealth and their changes during the seventeenth century. Sources and methods of measure." In Disuguaglianza economica nelle società preindustriali: cause ed effetti / Economic inequality in pre-industrial societies: causes and effect. Firenze University Press, 2020. http://dx.doi.org/10.36253/978-88-5518-053-5.12.

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I would like to determine the evolution of wealth concentration in main cities of the Polish-Lithuanian Commonwealth by comparing the data from different benchmark years. Moreover, I will analyze whether the Gini coefficient value indeed refers to the communities who are at a threshold of economic growth, and what is the correlation between the value of the coefficient and the town or city’s economic situation. Also, it is worthwhile to ponder the question: is there any correlation – noted by both Jan Luiten van Zanden and Guido Alfani – whereby the larger the town/city, the more visible the i
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Conference papers on the topic "Gini method"

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Li, Gang, and Guotai Chi. "A New Determining Objective Weights Method-Gini Coefficient Weight." In 2009 First International Conference on Information Science and Engineering. IEEE, 2009. http://dx.doi.org/10.1109/icise.2009.84.

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Liu, Haoyue, MengChu Zhou, Xiaoyu Sean Lu, and Cynthia Yao. "Weighted Gini index feature selection method for imbalanced data." In 2018 IEEE 15th International Conference on Networking, Sensing and Control (ICNSC). IEEE, 2018. http://dx.doi.org/10.1109/icnsc.2018.8361371.

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Allias, Noormadinah, Megat Norulazmi Megat, Mohamed Noor, and Mohd Nazri Ismail. "A hybrid Gini PSO-SVM feature selection based on Taguchi method." In the 8th International Conference. ACM Press, 2014. http://dx.doi.org/10.1145/2557977.2557999.

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Tan, Junyuan, Shan Jing, Lei Guo, and Bin Xiao. "DDoS detection method based on Gini impurity and random forest in SDN environment." In 2021 International Conference on Security, Pattern Analysis, and Cybernetics(SPAC). IEEE, 2021. http://dx.doi.org/10.1109/spac53836.2021.9539920.

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Masuda, Ayako, Tohru Matsuodani, and Kazuhiko Tsuda. "Team Activities Measurement Method for Open Source Software Development Using the Gini Coefficient." In 2019 IEEE International Conference on Software Testing, Verification and Validation Workshops (ICSTW). IEEE, 2019. http://dx.doi.org/10.1109/icstw.2019.00042.

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Wang, Yitong, Bai Liu, Xiangyi Zhang, Runhua Shi, and Mingwu Zhang. "A Gini Coefficient Measurement Method of Income Distribution Gap Based on Privacy-preservation." In 2021 IEEE 6th International Conference on Signal and Image Processing (ICSIP). IEEE, 2021. http://dx.doi.org/10.1109/icsip52628.2021.9688722.

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Chandra, Abhijit, Rounak Chakraborty, Saheli Nandi, and Biswambhar Porel. "Novel Method for Detection of Alzheimer’s Disease using Gini Impurity based Decision Tree Model." In 2023 10th International Conference on Signal Processing and Integrated Networks (SPIN). IEEE, 2023. http://dx.doi.org/10.1109/spin57001.2023.10117331.

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Jiye Yang, Jiakai Shen, Ye Han, et al. "Gini coefficient constraint method for making monthly trade schedule of directly dispatched thermal power generation units." In 2016 IEEE PES Asia-Pacific Power and Energy Engineering Conference (APPEEC). IEEE, 2016. http://dx.doi.org/10.1109/appeec.2016.7779884.

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Jie Wang, Wei Guo, Jie Chen, and Yun Sheng. "Study on the allocation of the water pollutants in the basin by the Gini coefficient method." In 2011 International Symposium on Water Resource and Environmental Protection (ISWREP). IEEE, 2011. http://dx.doi.org/10.1109/iswrep.2011.5893128.

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Kumar, Sunit, and Satish Kumar. "Hybrid TODIM-inferior ratio method for decision making based on gini simpson q-rung fuzzy information." In ADVANCEMENTS IN CIVIL ENGINEERING: COSMEC-2021. AIP Publishing, 2023. http://dx.doi.org/10.1063/5.0120021.

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Reports on the topic "Gini method"

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Alvaredo, Facundo, François Bourguignon, Francisco H. G. Ferreira, and Nora Lustig. Seventy-five Years of Measuring Income Inequality in Latin America. Inter-American Development Bank, 2023. http://dx.doi.org/10.18235/0005211.

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Drawing on a comprehensive compilation of quantile shares and inequality measures for 34 countries, including over 5,600 estimated Gini coefficient, we review the measurement of income inequality in Latin America and the Caribbean over the last seven decades. Although the evidence from the first quarter century roughly until the 1970s is too fragmentary and difficult to compare, clearer patterns emerge for last fifty years. The central feature of these patterns is a broad inverted U curve, with inequality rising in most countries prior to the 1990s, and falling during the early 21st Century, a
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Iwamoto, Osamu, and Jean-Christophe Sublet. Summary Report of the Consultants’ Meeting on Model Code Output & Application nuclear Data Form Structure. IAEA Nuclear Data Section, 2022. http://dx.doi.org/10.61092/iaea.mas9-22mh.

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The purpose of the event is to assess the actual capabilities, successfully deployed methods, tools and protocols, future needs in terms of model code output and application nuclear data form structure with the aim of testing/prototyping/developing and deploying cutting-edge nuclear data form structure to support high-fidelity Multiphysics simulation efforts. A partnership between fundamental sciences and applications, along the lines of PREPRO, CRECTJ6, FUDGE, TAGNDS, TARES, DeCE, TEFAL, GIDI, MCGIDI.
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Lee, Donggyu. Quantitative Easing and Inequality. Federal Reserve Bank of New York, 2024. http://dx.doi.org/10.59576/sr.1108.

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This paper studies how quantitative easing (QE) affects household welfare across the wealth distribution. I build a Heterogeneous Agent New Keynesian (HANK) model with household portfolio choice, wage and price rigidities, endogenous unemployment, frictional financial intermediation, an effective lower bound (ELB) on the policy rate, forward guidance, and QE. To quantify the contribution of the various channels through which monetary policy affects inequality, I estimate the model using Bayesian methods, explicitly taking into account the occasionally binding ELB constraint and the QE operatio
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Fee, Kyle D. Income Inequality and Economic Growth in United States Counties: 1990s, 2000s and 2010s. Federal Reserve Bank of Cleveland, 2025. https://doi.org/10.26509/frbc-wp-202505.

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Abstract:
Using a common reduced-form regional growth model framework, an expanded geographic classification of counties, additional years of data, a trio of income inequality metrics, and multiple empirical specifications, this analysis confirms and builds upon the notion that the nature of the relationship between income inequality and economic growth varies across geography (Fallah and Partridge, 2007). A positive relationship between an income Gini coefficient and per capita income growth is observed only in central metro counties with population densities greater than 915 people per square mile or
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