Kissita, Gabriel; Mifounini, Sylbech Chardelen Yoka; Niéré, Léonard The duals of some regression methods. (English) Zbl 1480.62050 Far East J. Theor. Stat. 57, No. 2, 115-142 (2019). MSC: 62F10 PDF BibTeX XML Cite \textit{G. Kissita} et al., Far East J. Theor. Stat. 57, No. 2, 115--142 (2019; Zbl 1480.62050) Full Text: DOI OpenURL
Nengsih, Titin Agustin; Bertrand, Frédéric; Maumy-Bertrand, Myriam; Meyer, Nicolas Determining the number of components in PLS regression on incomplete data set. (English) Zbl 1447.62016 Stat. Appl. Genet. Mol. Biol. 18, No. 6, Article ID 20180059, 28 p. (2019). MSC: 62D10 62J02 PDF BibTeX XML Cite \textit{T. A. Nengsih} et al., Stat. Appl. Genet. Mol. Biol. 18, No. 6, Article ID 20180059, 28 p. (2019; Zbl 1447.62016) Full Text: DOI arXiv OpenURL
De Micheaux, Pierre Lafaye; Liquet, Benoît; Sutton, Matthew PLS for Big Data: a unified parallel algorithm for regularised group PLS. (English) Zbl 1431.62249 Stat. Surv. 13, 119-149 (2019). Reviewer: Annibal Parracho Sant’Anna (Rio de Janeiro) MSC: 62H20 62R07 62J07 PDF BibTeX XML Cite \textit{P. L. De Micheaux} et al., Stat. Surv. 13, 119--149 (2019; Zbl 1431.62249) Full Text: DOI arXiv Euclid OpenURL
Bougeard, Stéphanie; Abdi, Hervé; Saporta, Gilbert; Niang, Ndèye Clusterwise analysis for multiblock component methods. (English) Zbl 1414.62231 Adv. Data Anal. Classif., ADAC 12, No. 2, 285-313 (2018). MSC: 62H30 62H25 91C20 PDF BibTeX XML Cite \textit{S. Bougeard} et al., Adv. Data Anal. Classif., ADAC 12, No. 2, 285--313 (2018; Zbl 1414.62231) Full Text: DOI Link OpenURL
Magnanensi, Jérémy; Bertrand, Frédéric; Maumy-Bertrand, Myriam; Meyer, Nicolas A new universal resample-stable bootstrap-based stopping criterion for PLS component construction. (English) Zbl 06737695 Stat. Comput. 27, No. 3, 757-774 (2017). MSC: 62-XX PDF BibTeX XML Cite \textit{J. Magnanensi} et al., Stat. Comput. 27, No. 3, 757--774 (2017; Zbl 06737695) Full Text: DOI arXiv OpenURL
Davino, Cristina; Vinzi, Vincenzo Esposito Quantile composite-based path modeling. (English) Zbl 1414.62128 Adv. Data Anal. Classif., ADAC 10, No. 4, 491-520 (2016). MSC: 62G08 62H99 62J05 62P25 PDF BibTeX XML Cite \textit{C. Davino} and \textit{V. E. Vinzi}, Adv. Data Anal. Classif., ADAC 10, No. 4, 491--520 (2016; Zbl 1414.62128) Full Text: DOI OpenURL
Magnanensi, Jérémy; Maumy-Bertrand, Myriam; Meyer, Nicolas; Bertrand, Frédéric A new bootstrap-based stopping criterion in PLS components construction. (English) Zbl 1366.62138 Abdi, Hervé (ed.) et al., The multiple facets of partial least squares methods. PLS, Paris, France, May 26–28, 2014. Cham: Springer (ISBN 978-3-319-40641-1/hbk; 978-3-319-40643-5/ebook). Springer Proceedings in Mathematics & Statistics 173, 239-250 (2016). MSC: 62J05 62F40 62J12 PDF BibTeX XML Cite \textit{J. Magnanensi} et al., Springer Proc. Math. Stat. 173, 239--250 (2016; Zbl 1366.62138) Full Text: DOI OpenURL
Davino, Cristina; Vinzi, Vincenzo Esposito; Dolce, Pasquale Assessment and validation in quantile composite-based path modeling. (English) Zbl 1366.62155 Abdi, Hervé (ed.) et al., The multiple facets of partial least squares methods. PLS, Paris, France, May 26–28, 2014. Cham: Springer (ISBN 978-3-319-40641-1/hbk; 978-3-319-40643-5/ebook). Springer Proceedings in Mathematics & Statistics 173, 169-185 (2016). MSC: 62J99 62J05 62P20 PDF BibTeX XML Cite \textit{C. Davino} et al., Springer Proc. Math. Stat. 173, 169--185 (2016; Zbl 1366.62155) Full Text: DOI OpenURL
Beaton, Derek; Chin Fatt, Cherise R.; Abdi, Hervé An exposition of multivariate analysis with the singular value decomposition in R. (English) Zbl 06983898 Comput. Stat. Data Anal. 72, 176-189 (2014). MSC: 62-XX PDF BibTeX XML Cite \textit{D. Beaton} et al., Comput. Stat. Data Anal. 72, 176--189 (2014; Zbl 06983898) Full Text: DOI OpenURL
Baraud, Yannick; Giraud, Christophe; Huet, Sylvie Estimator selection in the Gaussian setting. (English. French summary) Zbl 1298.62113 Ann. Inst. Henri Poincaré, Probab. Stat. 50, No. 3, 1092-1119 (2014). MSC: 62J05 62J07 62G08 PDF BibTeX XML Cite \textit{Y. Baraud} et al., Ann. Inst. Henri Poincaré, Probab. Stat. 50, No. 3, 1092--1119 (2014; Zbl 1298.62113) Full Text: DOI arXiv Euclid OpenURL
Yoshida, Hisako; Kawaguchi, Atsushi; Tsuruya, Kazuhiko Radial basis function-sparse partial least squares for application to brain imaging data. (English) Zbl 1275.92067 Comput. Math. Methods Med. 2013, Article ID 591032, 7 p. (2013). MSC: 92C55 PDF BibTeX XML Cite \textit{H. Yoshida} et al., Comput. Math. Methods Med. 2013, Article ID 591032, 7 p. (2013; Zbl 1275.92067) Full Text: DOI OpenURL
Russolillo, Giorgio Non-metric partial least squares. (English) Zbl 1295.62004 Electron. J. Stat. 6, 1641-1669 (2012). MSC: 62-07 62H25 PDF BibTeX XML Cite \textit{G. Russolillo}, Electron. J. Stat. 6, 1641--1669 (2012; Zbl 1295.62004) Full Text: DOI Euclid OpenURL
Gallo, Michele Discriminant partial least squares analysis on compositional data. (English) Zbl 07256814 Stat. Model. 10, No. 1, 41-56 (2010). MSC: 62-XX PDF BibTeX XML Cite \textit{M. Gallo}, Stat. Model. 10, No. 1, 41--56 (2010; Zbl 07256814) Full Text: DOI OpenURL
Bry, Xavier; Verron, Thomas Factorial modelling of the interactions between two sets of observations: the PLS-FILM method. (Modélisation factorielle des interactions entre deux ensembles d’observations : la méthode PLS-FILM.) (French. English summary) Zbl 1455.62117 J. Soc. Fr. Stat. & Rev. Stat. Appl. 149, No. 2, 3-43 (2008). MSC: 62H25 62J05 PDF BibTeX XML Cite \textit{X. Bry} and \textit{T. Verron}, J. Soc. Fr. Stat. \& Rev. Stat. Appl. 149, No. 2, 3--43 (2008; Zbl 1455.62117) Full Text: arXiv Link OpenURL
Kondylis, Athanassios; Whittaker, Joe Spectral preconditioning of Krylov spaces: combining PLS and PC regression. (English) Zbl 1452.62084 Comput. Stat. Data Anal. 52, No. 5, 2588-2603 (2008). MSC: 62-08 62H25 62J05 62J07 PDF BibTeX XML Cite \textit{A. Kondylis} and \textit{J. Whittaker}, Comput. Stat. Data Anal. 52, No. 5, 2588--2603 (2008; Zbl 1452.62084) Full Text: DOI OpenURL
Bougeard, Stéphanie; Hanafi, Mohamed; Qannari, El Mostapha Multiblock PCAIV. Application in animal epidemiology. (ACPVI multibloc. Application en épidémiologie animale.) (French. English summary) Zbl 1441.62156 J. Soc. Fr. Stat. & Rev. Stat. Appl. 148, No. 4, 77-94 (2007). MSC: 62H25 62P12 92D30 PDF BibTeX XML Cite \textit{S. Bougeard} et al., J. Soc. Fr. Stat. \& Rev. Stat. Appl. 148, No. 4, 77--94 (2007; Zbl 1441.62156) Full Text: Link OpenURL
Denimal, Jean-Jacques Optimized hierarchical factorial classification of a data table. (Classification factorielle hiérarchique optimisée d’un tableau de mesures.) (French. English summary) Zbl 1441.62926 J. Soc. Fr. Stat. & Rev. Stat. Appl. 148, No. 2, 29-63 (2007). MSC: 62Q05 62H25 62H30 PDF BibTeX XML Cite \textit{J.-J. Denimal}, J. Soc. Fr. Stat. \& Rev. Stat. Appl. 148, No. 2, 29--63 (2007; Zbl 1441.62926) Full Text: Link OpenURL
Sicard, E.; Sabatier, R. Theoretical framework for local PLS1 regression, and application to a rainfall data set. (English) Zbl 1157.62386 Comput. Stat. Data Anal. 51, No. 2, 1393-1410 (2006). MSC: 62G08 62P12 65C60 PDF BibTeX XML Cite \textit{E. Sicard} and \textit{R. Sabatier}, Comput. Stat. Data Anal. 51, No. 2, 1393--1410 (2006; Zbl 1157.62386) Full Text: DOI OpenURL
Kondylis, Athanassios; Hadi, Ali S. Derived components regression using the BACON algorithm. (English) Zbl 1157.62427 Comput. Stat. Data Anal. 51, No. 2, 556-569 (2006). MSC: 62H25 65C60 PDF BibTeX XML Cite \textit{A. Kondylis} and \textit{A. S. Hadi}, Comput. Stat. Data Anal. 51, No. 2, 556--569 (2006; Zbl 1157.62427) Full Text: DOI OpenURL
Preda, C.; Saporta, G. Clusterwise PLS regression on a stochastic process. (English) Zbl 1429.62299 Comput. Stat. Data Anal. 49, No. 1, 99-108 (2005). MSC: 62J05 62H25 62H30 62P05 PDF BibTeX XML Cite \textit{C. Preda} and \textit{G. Saporta}, Comput. Stat. Data Anal. 49, No. 1, 99--108 (2005; Zbl 1429.62299) Full Text: DOI HAL OpenURL
Wang, Huiwen; Liu, Qiang; Tu, Yongping Interpretation of partial least-squares regression models with VARIMAX rotation. (English) Zbl 1429.62301 Comput. Stat. Data Anal. 48, No. 1, 207-219 (2005). MSC: 62J05 62H25 PDF BibTeX XML Cite \textit{H. Wang} et al., Comput. Stat. Data Anal. 48, No. 1, 207--219 (2005; Zbl 1429.62301) Full Text: DOI OpenURL
Tenenhaus, Michel; Vinzi, Vincenzo Esposito; Chatelin, Yves-Marie; Lauro, Carlo PLS path modeling. (English) Zbl 1429.62227 Comput. Stat. Data Anal. 48, No. 1, 159-205 (2005). MSC: 62H25 PDF BibTeX XML Cite \textit{M. Tenenhaus} et al., Comput. Stat. Data Anal. 48, No. 1, 159--205 (2005; Zbl 1429.62227) Full Text: DOI OpenURL
Husson, François; Pagès, Jérôme Scatter plot and additional variables. (English) Zbl 1121.62398 J. Appl. Stat. 32, No. 4, 341-350 (2005). MSC: 62-XX PDF BibTeX XML Cite \textit{F. Husson} and \textit{J. Pagès}, J. Appl. Stat. 32, No. 4, 341--350 (2005; Zbl 1121.62398) Full Text: DOI OpenURL
Branco, J. A.; Croux, C.; Filzmoser, P.; Oliveira, M. R. Robust canonical correlations: a comparative study. (English) Zbl 1090.62056 Comput. Stat. 20, No. 2, 203-229 (2005). Reviewer: R. E. Maiboroda (Kyïv) MSC: 62H20 62F35 62G35 PDF BibTeX XML Cite \textit{J. A. Branco} et al., Comput. Stat. 20, No. 2, 203--229 (2005; Zbl 1090.62056) Full Text: DOI OpenURL
Elkettani, Youssfi Redundancy analysis and PLS regression applied to spatial data. Comparison with kriging estimation and by inverse distance. (Analyse des redondances et régression PLS appliquées aux données spatiales. Comparaison avec l’estimation par krigeage et par inverse de la distance.) (French) Zbl 0983.62067 Rev. Stat. Appl. 49, No. 2, 69-84 (2001). MSC: 62M30 62M10 PDF BibTeX XML Cite \textit{Y. Elkettani}, Rev. Stat. Appl. 49, No. 2, 69--84 (2001; Zbl 0983.62067) Full Text: Numdam EuDML OpenURL