Girard, Stéphane; Lorenzo, Hadrien; Saracco, Jérôme Advanced topics in sliced inverse regression. (English) Zbl 1493.62306 J. Multivariate Anal. 188, Article ID 104852, 14 p. (2022). MSC: 62H12 62J07 62J99 PDFBibTeX XMLCite \textit{S. Girard} et al., J. Multivariate Anal. 188, Article ID 104852, 14 p. (2022; Zbl 1493.62306) Full Text: DOI
Kim, Kyongwon On principal graphical models with application to gene network. (English) Zbl 07422857 Comput. Stat. Data Anal. 166, Article ID 107344, 19 p. (2022). MSC: 62-XX PDFBibTeX XMLCite \textit{K. Kim}, Comput. Stat. Data Anal. 166, Article ID 107344, 19 p. (2022; Zbl 07422857) Full Text: DOI
Jlassi, Ines; Saracco, Jérôme Variable importance assessment in sliced inverse regression for variable selection. (English) Zbl 07551428 Commun. Stat., Simulation Comput. 48, No. 1, 169-199 (2019). MSC: 62J99 62H12 62-07 PDFBibTeX XMLCite \textit{I. Jlassi} and \textit{J. Saracco}, Commun. Stat., Simulation Comput. 48, No. 1, 169--199 (2019; Zbl 07551428) Full Text: DOI
Matilainen, Markus; Croux, C.; Nordhausen, K.; Oja, H. Sliced average variance estimation for multivariate time series. (English) Zbl 1419.62239 Statistics 53, No. 3, 630-655 (2019). Reviewer: Andriy Olenko (Victoria) MSC: 62M10 62G08 62H12 62H25 PDFBibTeX XMLCite \textit{M. Matilainen} et al., Statistics 53, No. 3, 630--655 (2019; Zbl 1419.62239) Full Text: DOI arXiv
Coudret, R.; Girard, S.; Saracco, J. A new sliced inverse regression method for multivariate response. (English) Zbl 1506.62049 Comput. Stat. Data Anal. 77, 285-299 (2014). MSC: 62-08 62G08 62H12 PDFBibTeX XMLCite \textit{R. Coudret} et al., Comput. Stat. Data Anal. 77, 285--299 (2014; Zbl 1506.62049) Full Text: DOI
Liquet, Benoît; Saracco, Jérôme A graphical tool for selecting the number of slices and the dimension of the model in SIR and SAVE approaches. (English) Zbl 1304.65054 Comput. Stat. 27, No. 1, 103-125 (2012). MSC: 62-08 PDFBibTeX XMLCite \textit{B. Liquet} and \textit{J. Saracco}, Comput. Stat. 27, No. 1, 103--125 (2012; Zbl 1304.65054) Full Text: DOI
Azaïs, Romain; Gégout-Petit, Anne; Saracco, Jérôme Optimal quantization applied to sliced inverse regression. (English) Zbl 1231.62059 J. Stat. Plann. Inference 142, No. 2, 481-492 (2012). MSC: 62G08 62H12 62G20 65C60 PDFBibTeX XMLCite \textit{R. Azaïs} et al., J. Stat. Plann. Inference 142, No. 2, 481--492 (2012; Zbl 1231.62059) Full Text: DOI arXiv
Chavent, Marie; Kuentz, Vanessa; Liquet, Benoît; Saracco, Jérôme A sliced inverse regression approach for a stratified population. (English) Zbl 1277.62144 Commun. Stat., Theory Methods 40, No. 21, 3857-3878 (2011). MSC: 62H12 62J02 62G08 PDFBibTeX XMLCite \textit{M. Chavent} et al., Commun. Stat., Theory Methods 40, No. 21, 3857--3878 (2011; Zbl 1277.62144) Full Text: DOI
Kuentz, Vanessa; Saracco, Jérôme Cluster-based sliced inverse regression. (English) Zbl 1294.62083 J. Korean Stat. Soc. 39, No. 2, 251-267 (2010). MSC: 62G08 62H12 62H30 PDFBibTeX XMLCite \textit{V. Kuentz} and \textit{J. Saracco}, J. Korean Stat. Soc. 39, No. 2, 251--267 (2010; Zbl 1294.62083) Full Text: DOI
Liquet, Benoît; Saracco, Jèrôme Application of the bootstrap approach to the choice of dimension and the \(\alpha\) parameter in the SIR\(_{\alpha}\) method. (English) Zbl 1145.62031 Commun. Stat., Simulation Comput. 37, No. 6, 1198-1218 (2008). MSC: 62G08 65C60 62G09 62J02 62F40 PDFBibTeX XMLCite \textit{B. Liquet} and \textit{J. Saracco}, Commun. Stat., Simulation Comput. 37, No. 6, 1198--1218 (2008; Zbl 1145.62031) Full Text: DOI
Liquet, Bernoît; Saracco, Jérôme Pooled marginal slicing approach via SIR\({}_\alpha\) with discrete covariates. (English) Zbl 1194.62049 Comput. Stat. 22, No. 4, 599-617 (2007). Reviewer: R. E. Maiboroda (Kyïv) MSC: 62G08 62H12 62G20 PDFBibTeX XMLCite \textit{B. Liquet} and \textit{J. Saracco}, Comput. Stat. 22, No. 4, 599--617 (2007; Zbl 1194.62049) Full Text: DOI
Barreda, Laure; Gannoun, Ali; Saracco, Jérôme Some extensions of multivariate sliced inverse regression. (English) Zbl 1109.62041 J. Stat. Comput. Simulation 77, No. 1-2, 1-17 (2007). MSC: 62H12 65C60 62J99 62G08 PDFBibTeX XMLCite \textit{L. Barreda} et al., J. Stat. Comput. Simulation 77, No. 1--2, 1--17 (2007; Zbl 1109.62041) Full Text: DOI
Saracco, Jérôme Asymptotics for pooled marginal slicing estimator based on SIR\(_\alpha\) approach. (English) Zbl 1080.62008 J. Multivariate Anal. 96, No. 1, 117-135 (2005). MSC: 62E20 62G08 62H12 62F12 62H10 PDFBibTeX XMLCite \textit{J. Saracco}, J. Multivariate Anal. 96, No. 1, 117--135 (2005; Zbl 1080.62008) Full Text: DOI
Gannoun, Ali; Girard, Stéphane; Guinot, Christiane; Saracco, Jérôme Sliced inverse regression in reference curves estimation. (English) Zbl 1429.62138 Comput. Stat. Data Anal. 46, No. 1, 103-122 (2004). MSC: 62G08 62G07 62G20 62P10 PDFBibTeX XMLCite \textit{A. Gannoun} et al., Comput. Stat. Data Anal. 46, No. 1, 103--122 (2004; Zbl 1429.62138) Full Text: DOI
Gannoun, Ali; Saracco, Jérôme Two cross-validation criteria for SIR\({}_\alpha\) and PSIR\({}_\alpha\) methods in view of prediction. (English) Zbl 1050.62044 Comput. Stat. 18, No. 4, 585-603 (2003). Reviewer: R. E. Maiboroda (Kyïv) MSC: 62G08 62G09 PDFBibTeX XMLCite \textit{A. Gannoun} and \textit{J. Saracco}, Comput. Stat. 18, No. 4, 585--603 (2003; Zbl 1050.62044) Full Text: DOI
Draper, Norman R. Applied regression analysis bibliography update 2000-2001. (English) Zbl 1115.62300 Commun. Stat., Theory Methods 31, No. 11, 2051-2075 (2002). MSC: 62-00 62Jxx PDFBibTeX XMLCite \textit{N. R. Draper}, Commun. Stat., Theory Methods 31, No. 11, 2051--2075 (2002; Zbl 1115.62300) Full Text: DOI