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Principal component analysis with external information on both subjects and variables

Citations

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Cited by:

  1. Kohei Adachi, 2011. "Constrained principal component analysis of standardized data for biplots with unit-length variable vectors," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 5(1), pages 23-36, April.
  2. Maria Anna Di Palma & Michele Gallo, 2019. "External Information Model in a Compositional Perspective: Evaluation of Campania Adolescents’ Preferences in the Allocation of Leisure-Time," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 146(1), pages 117-133, November.
  3. Zifang Guo & Lexin Li & Wenbin Lu & Bing Li, 2015. "Groupwise Dimension Reduction via Envelope Method," Journal of the American Statistical Association, Taylor & Francis Journals, vol. 110(512), pages 1515-1527, December.
  4. Takane, Yoshio & Hwang, Heungsun, 2007. "Regularized linear and kernel redundancy analysis," Computational Statistics & Data Analysis, Elsevier, vol. 52(1), pages 394-405, September.
  5. Anna Crisci & Enrica Sepe & Pasqualina Malafronte, 2019. "What influences teachers’ job satisfaction and how to improve, develop and reorganize the school activities associated with them," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(5), pages 2403-2419, September.
  6. Heungsun Hwang & Yoshio Takane, 2004. "A multivariate reduced-rank growth curve model with unbalanced data," Psychometrika, Springer;The Psychometric Society, vol. 69(1), pages 65-79, March.
  7. Yoshio Takane, 1995. "Reviews," Psychometrika, Springer;The Psychometric Society, vol. 60(3), pages 447-448, September.
  8. Heungsun Hwang & Kwanghee Jung & Yoshio Takane & Todd Woodward, 2012. "Functional Multiple-Set Canonical Correlation Analysis," Psychometrika, Springer;The Psychometric Society, vol. 77(1), pages 48-64, January.
  9. Eric Beh & Luigi D’Ambra, 2009. "Some Interpretative Tools for Non-Symmetrical Correspondence Analysis," Journal of Classification, Springer;The Classification Society, vol. 26(1), pages 55-76, April.
  10. Kohei Adachi, 2009. "Joint Procrustes Analysis for Simultaneous Nonsingular Transformation of Component Score and Loading Matrices," Psychometrika, Springer;The Psychometric Society, vol. 74(4), pages 667-683, December.
  11. Takane, Yoshio & Yanai, Haruo & Hwang, Heungsun, 2006. "An improved method for generalized constrained canonical correlation analysis," Computational Statistics & Data Analysis, Elsevier, vol. 50(1), pages 221-241, January.
  12. Yoshio Takane & Henk Kiers & Jan Leeuw, 1995. "Component analysis with different sets of constraints on different dimensions," Psychometrika, Springer;The Psychometric Society, vol. 60(2), pages 259-280, June.
  13. Zurrin, Riley & Wong, Samantha Tze Sum & Roes, Meighen M. & Percival, Chantal M. & Chinchani, Abhijit & Arreaza, Leo & Kusi, Mavis & Momeni, Ava & Rasheed, Maiya & Mo, Zhaoyi & Goghari, Vina M. & Wood, 2024. "Functional brain networks involved in the Raven's standard progressive matrices task and their relation to theories of fluid intelligence," Intelligence, Elsevier, vol. 103(C).
  14. Antonello D’Ambra & Pietro Amenta, 2011. "Correspondence Analysis with Linear Constraints of Ordinal Cross-Classifications," Journal of Classification, Springer;The Classification Society, vol. 28(1), pages 70-92, April.
  15. Yoshio Takane & Sunho Jung, 2009. "Tests of ignoring and eliminating in nonsymmetric correspondence analysis," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 3(3), pages 315-340, December.
  16. Enrico Ciavolino & Maurizio Carpita & Mariangela Nitti, 2015. "High-order PLS path model with qualitative external information," Quality & Quantity: International Journal of Methodology, Springer, vol. 49(4), pages 1609-1620, July.
  17. Pietro Amenta & Antonio Lucadamo & Antonello D’Ambra, 2019. "Customer satisfaction evaluation by common component and specific weight analysis using a mixed coding system," Quality & Quantity: International Journal of Methodology, Springer, vol. 53(5), pages 2491-2505, September.
  18. Vartan Choulakian, 1996. "Generalized bilinear models," Psychometrika, Springer;The Psychometric Society, vol. 61(2), pages 271-283, June.
  19. Cajo Braak, 1997. "Reviews," Psychometrika, Springer;The Psychometric Society, vol. 62(3), pages 457-459, September.
  20. Pietro Amenta & Antonio Lucadamo & Antonello D’Ambra, 2021. "Restricted Common Component and Specific Weight Analysis: A Constrained Explorative Approach for the Customer Satisfaction Evaluation," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 156(2), pages 409-427, August.
  21. Yoshio Takane & Haruo Yanai & Shinichi Mayekawa, 1991. "Relationships among several methods of linearly constrained correspondence analysis," Psychometrika, Springer;The Psychometric Society, vol. 56(4), pages 667-684, December.
  22. Pietro Amenta & Antonello D’Ambra, 2025. "On the Co-Inertia(-PLS) analysis with linear constraints," Quality & Quantity: International Journal of Methodology, Springer, vol. 59(3), pages 1979-1998, June.
  23. Takane, Yoshio & Jung, Kwanghee & Hwang, Heungsun, 2011. "Regularized reduced rank growth curve models," Computational Statistics & Data Analysis, Elsevier, vol. 55(2), pages 1041-1052, February.
  24. Pietro Amenta & Antonello D’Ambra & Antonio Lucadamo, 2024. "Partial cumulative correspondence analysis," Annals of Operations Research, Springer, vol. 342(3), pages 1495-1527, November.
  25. Henk Kiers & Yoshio Takane, 1993. "Constrained DEDICOM," Psychometrika, Springer;The Psychometric Society, vol. 58(2), pages 339-355, June.
  26. Michael Greenacre & Shizuhiko Nishisato, 1996. "Reviews," Psychometrika, Springer;The Psychometric Society, vol. 61(1), pages 177-190, March.
  27. Takane, Yoshio & Hwang, Heungsun, 2005. "An extended redundancy analysis and its applications to two practical examples," Computational Statistics & Data Analysis, Elsevier, vol. 49(3), pages 785-808, June.
  28. Heungsun Hwang & Yoshio Takane, 2002. "Generalized constrained multiple correspondence analysis," Psychometrika, Springer;The Psychometric Society, vol. 67(2), pages 211-224, June.
  29. Antonello D’Ambra & Pietro Amenta & Antonio Lucadamo, 2025. "Multivariate approaches to investigate the home and away behavior of football teams playing football matches," Computational Statistics, Springer, vol. 40(4), pages 1779-1799, April.
  30. Geert Soete & Suzanne Winsberg, 1993. "A latent class vector model for preference ratings," Journal of Classification, Springer;The Classification Society, vol. 10(2), pages 195-218, December.
  31. Vincenzo Vinzi & Christiane Guinot & Silvia Squillacciotti, 2007. "Two-step PLS regression for L-structured data: an application in the cosmetic industry," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 16(2), pages 263-278, August.
  32. Carlo Cavicchia & Pasquale Sarnacchiaro & Maurizio Vichi & Giorgia Zaccaria, 2024. "A model-based ultrametric composite indicator for studying waste management in Italian municipalities," Computational Statistics, Springer, vol. 39(1), pages 21-50, February.
  33. Yoshio Takane & Sunho Jung, 2008. "Regularized Partial and/or Constrained Redundancy Analysis," Psychometrika, Springer;The Psychometric Society, vol. 73(4), pages 671-690, December.
  34. Shizuhiko Nishisato, 1996. "Gleaning in the field of dual scaling," Psychometrika, Springer;The Psychometric Society, vol. 61(4), pages 559-599, December.
  35. D'Ambra, Luigi & Amenta, Pietro & D'Ambra, Antonello & de Tibeiro, Jules S., 2021. "A study of the family service expenditures and the socio-demographic characteristics via fixed marginals correspondence analysis," Socio-Economic Planning Sciences, Elsevier, vol. 73(C).
  36. Balbi, S & Esposito, V, 2000. "Rotated canonical analysis onto a reference subspace," Computational Statistics & Data Analysis, Elsevier, vol. 32(3-4), pages 395-410, January.
  37. Amenta, Pietro, 2024. "Aggregating judgments in non negotiable group decisions in transport systems," Socio-Economic Planning Sciences, Elsevier, vol. 95(C).
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