Stéphane Mussard
Professor of Econometrics
CHROME - University of Nîmes
UM6P - Mohammed VI Polytechnic
Publications
Gini Machine Learning / XAI / Econometrics
Machine Learning with Gini Indices: Applications with Python, Springer book, forthcoming, 200 p.
Linking Appellate Judgments to Tribunal Judgments - Benchmarking Different ML Techniques, Charles Condevaux, Bruno Mathis, Sid Ali Mahmoudi, Stéphane Mussard, Guillaume Zambrano, JURIX 2022: 33-42
Scribe: A Specialized Collaborative Tool for Legal Judgment Annotation, Sid Ali Mahmoudi, Guillaume Zambrano, Charles Condevaux, Stéphane Mussard, JURIX 2022: 290-293
Fair and Efficient Alternatives to Shapley-based Attribution Methods, Charles Condevaux, Sébastien Harispe, Stéphane Mussard, ECML/PKDD (1) 2022: 309-324
NER sur décisions judiciaires françaises : CamemBERT Judiciaire ou méthode ensembliste ? Sid Ali Mahmoudi, Charles Condevaux, Bruno Mathis, Guillaume Zambrano, Stéphane Mussard, EGC 2022: 281-288
Principal Component Analysis: A Generalized Gini Approach, A. Charpentier, S. Mussard, T. Ouraga, European Journal of Operational Research, 294(1), 236-249, 2021
Weakly Supervised One-shot Classification using Recurrent Neural Networks with Attention: Application to Claim Acceptance Detection, avec C. Condevaux et S. Harispe, S. Mussard, G. Zambrano, JURIX, 2020
Identification of Judicial Outcomes in Judgments : A Generalized Gini-PLS Approach, S. Mussard, Tagny-Ngompé, S. Harispe, J. Montmain et G. Zambrano, Stats 3(4), 427-443, 2020
Generalized Gini Linear and Quadratic Discriminant Analyses, S. Mussard C. Condevaux, G. Zambrano et T. Ouraga, International Journal of Statistics - METRON, Springer, numéro special 78(2), 219-236.
Detecting Sections and Entities in Court Decisions Using HMM and CRF Graphical Models, avec G. Tagny Ngompé, S. Harispe, G. Zambrano, S. Mussard, Jacky Montmain, Advances in Knowledge Discovery and Management, Springer, pp.61-86, 2019
Gini regressions and heteroskedasticity, S. Mussard, A. Charpentier, N. Ka, et O. Ndiaye, Econometrics, 2019, 7(1), 4.
Gini-PLS Regressions, Journal of Quantitative Economics, S. Mussard& F. Souissi, 2018.
Vector Autoregressive Models: A Gini Approach, Physica A, S. Mussard, O. Ndiaye, 2018, 492, 1967-1972.
l1 Regressions : Gini Estimators for Fixed Effects Panel Data, Journal of Applied Statistics, S. Mussard, N. Ka, 2015
Book Review of The Gini Methodology : A Primer on a Statistical Methodology, Journal of Economic Inequality, 2014, S. Mussard, Ndéné Ka
The (α;β)-Multi-level α-Gini Decomposition with an illustration to income inequality in France in 2005, Economic Modelling, 35, 944-963, 2013, S. Mussard, Pauline Mornet et alii
Linking Yitzhaki's and Dagum's Gini Decompositions, Applied Economics, vol. 44, 2997-3010, 2012, S. Mussard, Patrick Richard
Multidimensional Decomposition of Poverty : A Fuzzy Set Approach, Statistica & Applicazioni, vol. 5 n°1, 29-52, 2007, S. Mussard, Maria-Noel Pi Alperin.
Extensions of Dagum's Gini Decomposition, Statistica & Applicazioni, Vol. IV, special issue n°2, 2006, S. Mussard, M.-N. Pi Alperin, F. Seyte, et M. Terraza.
Operational Research / Cooperative Games / Risks
Atkinson-Shapley rules for TU-games: On the trade-off between efficiency and inequality, Theory and Decision, 2024, avec W. Briec & M. Dubois
Technical Efficiency in Firm Games with Constant Returns to Scale and α-Returns to Scale, Annals of Operations Research, 2021, avec W. Briec & M. Dubois
Improvement of technical efficiency of firm groups, European Journal of Operational Research, 283(3), 16, 991-1001, 2020, avec W. Briec
On Some Relations Between Several Generalized Convex DEA Models, Optimization, 66(4), 547-570, 2017, avec W. Briec et L. Andriamasy
Efficient Firm Groups : Allocative Efficiency in Cooperative Games, European Journal of Operational Research, 239, 286-296, 2014, avec Walter Briec
New Trading Risk Indexes : Application of the Shapley Value in Finance, Economics Bulletin, vol. 3 n°25 p. 1-7, 2007, avec Virgine Terraza
On Multi-Decomposition of the Aggregate Malmquist Productivity Index, Economics Letters, avec Nicolas Peypoch, vol. 91(3), 2006, p. 436-443
Social Choice and Inequalities
Book Review of « Gini Inequality Index, Methods and Applications », Journal of Economic Inequality
Risk factors associated to the COVID-19: comparisons between France and Luxembourg, Economics Bulletin, Speciale issue in memory of Pr. Michel Terraza, S. Mussard & M.-N. Pi Alperin
[Accounting for risk factors on health outcomes: The case of Luxembourg, European Journal of Operational Research, 291(3), 1180-1197, 2021, S. Mussard & M.-N. Pi Alperin
Utility and Income Transfer Principles: Interplay and Incompatibility, Mathematical Social Sciences, 100, 46-56, 2019, Marc Dubois & S. Mussard (CNRS 2).
A Note on \alpha-Gini Measures, Review of Income and Wealth, 65(3), 675-682, 2019, Pauline Mornet & S. Mussard https://doi.org/10.1111/roiw.12373
Health Inequality Indices and Exogenous Risk Factors: An Illustration on Luxembourgish Workers, European Journal of Health Economics, 19(9), 1285-1301, 2018, avec Maria-Noel Pi-Alperin
Introduction to the Special Issue in memory of Bernard Philippe : Advances in poverty, efficiency and inequality measurement, Economic Modelling, vol. 35, 870-873, 2013, S. Mussard, Walter Briec
The Gini Multi-decomposition and the Role of Gini's Transvariation : Application to Partial Trade Liberalization in Philippines, Applied Economics, vol. 44(10), 1235-1249, 2012, S. Mussard, Luc Savard
Poverty Growth in Scandinavian Countries : A Sen Multi-decomposition, Economic Modelling, vol. 28, 2842-2853, 2011, S. Mussard, Maria Noel Pi Alperin
Income Inequality Games, Journal of Economic Inequality, 9, 529-554, 2011, S. Mussard, Arthur Charpentier
On the Links Between Unemployment Rate, Monetary Creation and the Value-added Sharing, Economic Modelling, vol. 28, 767-774, 2011, S. Mussard, Bernard Philippe
Quadratic Pen's Parade and the Computation of the Gini Index, Review of Income and Wealth, vol. 57(3), 583-587, 2011, S. Mussard, J. Sadefo Kamdem, F. Seyte, M. Terraza
Decomposition of s-Concentration Curves, Canadian Journal of Economics, vol. 41(4), 1312-1328, 2008, S. Mussard, Paul Makdissi
Analyzing the Impact of Indirect Tax Reforms on Rank Dependant Social Welfare Functions : A Positional Dominance Approach, Social Choice and Welfare, vol. 30(3), 385-399, 2008, S. Mussard, Paul Makdissi