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PLS generalised linear regression

Citations

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Cited by:

  1. Tenenhaus, Arthur & Giron, Alain & Viennet, Emmanuel & Bera, Michel & Saporta, Gilbert & Fertil, Bernard, 2007. "Kernel logistic PLS: A tool for supervised nonlinear dimensionality reduction and binary classification," Computational Statistics & Data Analysis, Elsevier, vol. 51(9), pages 4083-4100, May.
  2. Ben Jabeur, Sami, 2017. "Bankruptcy prediction using Partial Least Squares Logistic Regression," Journal of Retailing and Consumer Services, Elsevier, vol. 36(C), pages 197-202.
  3. Stéphane Mussard & Fattouma Souissi-Benrejab, 2019. "Gini-PLS Regressions," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 17(3), pages 477-512, September.
  4. Sami BEN JABEUR, 2014. "Prévision de la détresse financière des entreprises françaises: Approche par la régression logistique PLS," Working Papers 2014-321, Department of Research, Ipag Business School.
  5. Meisam Moghimbeygi & Anahita Nodehi, 2022. "Multinomial Principal Component Logistic Regression on Shape Data," Journal of Classification, Springer;The Classification Society, vol. 39(3), pages 578-599, November.
  6. Ben Jabeur Sami, 2013. "Corporate Failure:A Non Parametric Method," International Journal of Finance & Banking Studies, Center for the Strategic Studies in Business and Finance, vol. 2(3), pages 103-110, July.
  7. Aziza Usmanova & Ahmed Aziz & Dilshodjon Rakhmonov & Walid Osamy, 2022. "Utilities of Artificial Intelligence in Poverty Prediction: A Review," Sustainability, MDPI, vol. 14(21), pages 1-39, October.
  8. Jara, Magali & Cliquet, Gérard, 2012. "Retail brand equity: Conceptualization and measurement," Journal of Retailing and Consumer Services, Elsevier, vol. 19(1), pages 140-149.
  9. Escabias, M. & Aguilera, A.M. & Valderrama, M.J., 2007. "Functional PLS logit regression model," Computational Statistics & Data Analysis, Elsevier, vol. 51(10), pages 4891-4902, June.
  10. Sami Ben Jabeur & Youssef Fahmi, 2014. "Les modèles de prévision de la défaillance des entreprises françaises : une approche comparative," Working Papers 2014-317, Department of Research, Ipag Business School.
  11. Aguilera, Ana M. & Escabias, Manuel & Valderrama, Mariano J., 2006. "Using principal components for estimating logistic regression with high-dimensional multicollinear data," Computational Statistics & Data Analysis, Elsevier, vol. 50(8), pages 1905-1924, April.
  12. Asma Sghaier & Sami Ben Jabeur & Boutheina Bannour, 2018. "Using partial least square discriminant analysis to distinguish between Islamic and conventional banks in the MENA region," Review of Financial Economics, John Wiley & Sons, vol. 36(2), pages 133-148, April.
  13. Younes Ben Zaied & Siagh Ahmed Ramzi, 2012. "Les déterminants du succès entrepreneurial ; Une étude empirique de la région de Sfax en Tunisie," Economics Working Paper Archive (University of Rennes & University of Caen) 201235, Center for Research in Economics and Management (CREM), University of Rennes, University of Caen and CNRS.
  14. Ana M. Aguilera, 2016. "Comments on: Probability enhanced effective dimension reduction for classifying sparse functional data," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 25(1), pages 23-26, March.
  15. Chung, Henry F.L. & Rose, Ellen & Huang, Pei-how, 2012. "Linking international adaptation strategy, immigrant effect, and performance: The case of home–host and cross-market scenario," International Business Review, Elsevier, vol. 21(1), pages 40-58.
  16. Sami Ben Jabeur & Nicolae Stef & Pedro Carmona, 2023. "Bankruptcy Prediction using the XGBoost Algorithm and Variable Importance Feature Engineering," Computational Economics, Springer;Society for Computational Economics, vol. 61(2), pages 715-741, February.
  17. Laura Vicente-Gonzalez & Jose Luis Vicente-Villardon, 2022. "Partial Least Squares Regression for Binary Responses and Its Associated Biplot Representation," Mathematics, MDPI, vol. 10(15), pages 1-23, July.
  18. Wei Zhang & Takayo Ota & Viji Shridhar & Jeremy Chien & Baolin Wu & Rui Kuang, 2013. "Network-based Survival Analysis Reveals Subnetwork Signatures for Predicting Outcomes of Ovarian Cancer Treatment," PLOS Computational Biology, Public Library of Science, vol. 9(3), pages 1-16, March.
  19. Magali Jara, 2009. "« Retail Brand Equity: A PLS Approach," Post-Print halshs-00413604, HAL.
  20. Ben Jabeur Sami, 2014. "Macroeconomic variables in financial distress: A non parametric method," Working Papers 2014-313, Department of Research, Ipag Business School.
  21. Ana Aguilera, 2016. "Comments on: Probability enhanced effective dimension reduction for classifying sparse functional data," TEST: An Official Journal of the Spanish Society of Statistics and Operations Research, Springer;Sociedad de Estadística e Investigación Operativa, vol. 25(1), pages 23-26, March.
  22. van Wieringen, Wessel N. & Kun, David & Hampel, Regina & Boulesteix, Anne-Laure, 2009. "Survival prediction using gene expression data: A review and comparison," Computational Statistics & Data Analysis, Elsevier, vol. 53(5), pages 1590-1603, March.
  23. Ben Jabeur, Sami & Serret, Vanessa, 2023. "Bankruptcy prediction using fuzzy convolutional neural networks," Research in International Business and Finance, Elsevier, vol. 64(C).
  24. Marie-Laure Mourre & Patricia Gurviez, 2015. "Proposition d’un modèle intégrateur de la résistance aux messages anti-tabac," Post-Print hal-01443801, HAL.
  25. Bry, X. & Trottier, C. & Verron, T. & Mortier, F., 2013. "Supervised component generalized linear regression using a PLS-extension of the Fisher scoring algorithm," Journal of Multivariate Analysis, Elsevier, vol. 119(C), pages 47-60.
  26. ben Jabeur, Sami & Mefteh-Wali, Salma & Carmona, Pedro, 2021. "The impact of institutional and macroeconomic conditions on aggregate business bankruptcy," Structural Change and Economic Dynamics, Elsevier, vol. 59(C), pages 108-119.
  27. Sicard, E. & Sabatier, R., 2006. "Theoretical framework for local PLS1 regression, and application to a rainfall data set," Computational Statistics & Data Analysis, Elsevier, vol. 51(2), pages 1393-1410, November.
  28. Sami Ben Jabeur & Youssef Fahmi, 2018. "Forecasting financial distress for French firms: a comparative study," Empirical Economics, Springer, vol. 54(3), pages 1173-1186, May.
  29. Basma Albanna & Julia Handl & Richard Heeks, 2021. "Publication outperformance among global South researchers: An analysis of individual-level and publication-level predictors of positive deviance," Scientometrics, Springer;Akadémiai Kiadó, vol. 126(10), pages 8375-8431, October.
  30. Kawano, Shuichi & Fujisawa, Hironori & Takada, Toyoyuki & Shiroishi, Toshihiko, 2018. "Sparse principal component regression for generalized linear models," Computational Statistics & Data Analysis, Elsevier, vol. 124(C), pages 180-196.
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