{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,3,1]],"date-time":"2026-03-01T13:58:01Z","timestamp":1772373481966,"version":"3.50.1"},"reference-count":26,"publisher":"Springer Science and Business Media LLC","issue":"5","license":[{"start":{"date-parts":[[2014,2,4]],"date-time":"2014-02-04T00:00:00Z","timestamp":1391472000000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["Comput Stat"],"published-print":{"date-parts":[[2014,10]]},"DOI":"10.1007\/s00180-014-0483-4","type":"journal-article","created":{"date-parts":[[2014,2,3]],"date-time":"2014-02-03T09:26:30Z","timestamp":1391419590000},"page":"1129-1152","source":"Crossref","is-referenced-by-count":11,"title":["A sliced inverse regression approach for data stream"],"prefix":"10.1007","volume":"29","author":[{"given":"Marie","family":"Chavent","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"St\u00e9phane","family":"Girard","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Vanessa","family":"Kuentz-Simonet","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Benoit","family":"Liquet","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Thi Mong Ngoc","family":"Nguyen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"J\u00e9r\u00f4me","family":"Saracco","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2014,2,4]]},"reference":[{"issue":"1\u20132","key":"483_CR1","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/10629360600687840","volume":"77","author":"L Barreda","year":"2007","unstructured":"Barreda L, Gannoun A, Saracco J (2007) Some extensions of multivariate SIR. J Stat Comput Simul 77(1\u20132):1\u201317","journal-title":"J Stat Comput Simul"},{"issue":"3","key":"483_CR2","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1016\/j.spl.2006.07.020","volume":"77","author":"MP Barrios","year":"2007","unstructured":"Barrios MP, Velilla S (2007) A bootstrap method for assessing the dimension of a general regression problem. Stat Probab Lett 77(3):247\u2013255","journal-title":"Stat Probab Lett"},{"key":"483_CR3","doi-asserted-by":"crossref","first-page":"E06005","DOI":"10.1029\/2008JE003171","volume":"114","author":"C Bernard-Michel","year":"2009","unstructured":"Bernard-Michel C, Dout\u00e9 S, Fauvel M, Gardes L, Girard S (2009a) Retrieval of Mars surface physical properties from OMEGA hyperspectral images using regularized sliced inverse regression. J Geophys Res Planets 114:E06005","journal-title":"J Geophys Res Planets"},{"key":"483_CR4","doi-asserted-by":"crossref","first-page":"85","DOI":"10.1007\/s11222-008-9073-z","volume":"19","author":"C Bernard-Michel","year":"2009","unstructured":"Bernard-Michel C, Gardes L, Girard S (2009b) Gaussian regularized sliced inverse regression. Stat Comput 19:85\u201398","journal-title":"Stat Comput"},{"key":"483_CR5","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1080\/03610926.2010.501940","volume":"40","author":"M Chavent","year":"2011","unstructured":"Chavent M, Kuentz V, Liquet B, Saracco J (2011) A sliced inverse regression approach for a stratified population. Commun Stat Theory Methods 40:1\u201322","journal-title":"Commun Stat Theory Methods"},{"key":"483_CR6","unstructured":"Chavent M, Girard S, Kuentz V, Liquet B, Nguyen TMN, Saracco J (2012) R\u00e9gression inverse par tranches sur flux de donn\u00e9es. In: 44\u00e8mes Journ\u00e9es de Statistique (SFdS), Brussels, Belgium, http:\/\/hal.archives-ouvertes.fr\/hal-00736584 (in French)"},{"issue":"2","key":"483_CR7","first-page":"289","volume":"8","author":"C-H Chen","year":"1998","unstructured":"Chen C-H, Li K-C (1998) Can SIR be as popular as multiple linear regression? Stat Sinica 8(2):289\u2013316","journal-title":"Stat Sinica"},{"key":"483_CR8","doi-asserted-by":"crossref","first-page":"1","DOI":"10.1214\/088342306000000682","volume":"22","author":"RD Cook","year":"2007","unstructured":"Cook RD (2007) Fisher lecture: dimension reduction in regression (with discussion). Stat Sci 22:1\u201326","journal-title":"Stat Sci"},{"issue":"1\u20132","key":"483_CR9","doi-asserted-by":"crossref","first-page":"113","DOI":"10.1016\/j.pss.2006.05.035","volume":"55","author":"S Dout\u00e9","year":"2007","unstructured":"Dout\u00e9 S, Schmitt B, Langevin Y, Bibring J-P, Altieri F, Bellucci G, Gondet B, Poulet F (2007) South pole of Mars: nature and composition of the icy terrains from Mars express OMEGA observations. Planet Space Sci 55(1\u20132):113\u2013133","journal-title":"Planet Space Sci"},{"key":"483_CR10","doi-asserted-by":"crossref","first-page":"505","DOI":"10.1214\/aos\/1176348109","volume":"19","author":"N Duan","year":"1991","unstructured":"Duan N, Li KC (1991) Slicing regression: a link-free regression method. Ann Stat 19:505\u2013530","journal-title":"Ann Stat"},{"issue":"441","key":"483_CR11","first-page":"132","volume":"93","author":"L Ferr\u00e9","year":"1998","unstructured":"Ferr\u00e9 L (1998) Determining the dimension in sliced inverse regression and related methods. J Am Stat Assoc 93(441):132\u2013140","journal-title":"J Am Stat Assoc"},{"key":"483_CR12","doi-asserted-by":"crossref","first-page":"867","DOI":"10.1214\/aos\/1176349155","volume":"21","author":"P Hall","year":"1993","unstructured":"Hall P, Li KC (1993) On almost linearity of low dimensional projections from high dimensional data. Ann Stat 21:867\u2013889","journal-title":"Ann Stat"},{"key":"483_CR13","volume-title":"Matrix algebra from a statistician\u2019s perspective","author":"DA Harville","year":"1999","unstructured":"Harville DA (1999) Matrix algebra from a statistician\u2019s perspective. Springer, New York"},{"key":"483_CR14","doi-asserted-by":"crossref","first-page":"316","DOI":"10.1080\/01621459.1991.10475035","volume":"86","author":"KC Li","year":"1991","unstructured":"Li KC (1991) Sliced inverse regression for dimension reduction (with discussion). J Am Stat Assoc 86:316\u2013342","journal-title":"J Am Stat Assoc"},{"issue":"6","key":"483_CR15","doi-asserted-by":"crossref","first-page":"1198","DOI":"10.1080\/03610910801889011","volume":"37","author":"B Liquet","year":"2008","unstructured":"Liquet B, Saracco J (2008) Application of the bootstrap approach to the choice of dimension and the $$\\alpha $$ \u03b1 parameter in the $$\\text{ SIR }_\\alpha $$ SIR \u03b1 method. Commun Stat Simul Comput 37(6):1198\u20131218","journal-title":"Commun Stat Simul Comput"},{"key":"483_CR16","doi-asserted-by":"crossref","first-page":"103","DOI":"10.1007\/s00180-011-0241-9","volume":"27","author":"B Liquet","year":"2012","unstructured":"Liquet B, Saracco J (2012) A graphical tool for selecting the number of slices and the dimension of the model in SIR and SAVE approaches. Comput Stat 27:103\u2013125","journal-title":"Comput Stat"},{"issue":"8","key":"483_CR17","doi-asserted-by":"crossref","first-page":"2656","DOI":"10.1016\/j.jspi.2008.12.006","volume":"139","author":"H-H Lue","year":"2009","unstructured":"Lue H-H (2009) Sliced inverse regression for multivariate response regression. J Stat Plan Inference 139(8):2656\u20132664","journal-title":"J Stat Plan Inference"},{"issue":"9","key":"483_CR18","doi-asserted-by":"crossref","first-page":"2141","DOI":"10.1080\/03610929708832039","volume":"26","author":"J Saracco","year":"1997","unstructured":"Saracco J (1997) An asymptotic theory for sliced inverse regression. Commun Stat Theory Methods 26(9):2141\u20132171","journal-title":"Commun Stat Theory Methods"},{"key":"483_CR19","doi-asserted-by":"crossref","first-page":"117","DOI":"10.1016\/j.jmva.2004.10.003","volume":"96","author":"J Saracco","year":"2005","unstructured":"Saracco J (2005) Asymptotics for pooled marginal slicing estimator based on $$\\text{ SIR }_\\alpha $$ SIR \u03b1 . J Multivar Anal 96:117\u2013135","journal-title":"J Multivar Anal"},{"issue":"5","key":"483_CR20","doi-asserted-by":"crossref","first-page":"1374","DOI":"10.1109\/TGRS.2006.890577","volume":"45","author":"F Schmidt","year":"2007","unstructured":"Schmidt F, Dout\u00e9 S, Schmitt B (2007) Wavanglet: an efficient supervised classifier for hyperspectral images. IEEE Trans Geosci Remote Sens 45(5):1374\u20131385","journal-title":"IEEE Trans Geosci Remote Sens"},{"issue":"425","key":"483_CR21","doi-asserted-by":"crossref","first-page":"141","DOI":"10.1080\/01621459.1994.10476455","volume":"89","author":"JR Schott","year":"1994","unstructured":"Schott JR (1994) Determining the dimensionality in sliced inverse regression. J Am Stat Assoc 89(425):141\u2013148","journal-title":"J Am Stat Assoc"},{"key":"483_CR22","doi-asserted-by":"crossref","first-page":"438","DOI":"10.1016\/j.csda.2007.02.005","volume":"52","author":"L Scrucca","year":"2007","unstructured":"Scrucca L (2007) Class prediction and gene selection for DNA microarrays using regularized sliced inverse regression. Comput Stat Data Anal 52:438\u2013451","journal-title":"Comput Stat Data Anal"},{"issue":"3","key":"483_CR23","doi-asserted-by":"crossref","first-page":"952","DOI":"10.1016\/j.jspi.2008.06.002","volume":"139","author":"Y Shao","year":"2009","unstructured":"Shao Y, Cook RD, Weisberg S (2009) Partial central subspace and sliced average variance estimation. J Stat Plan Inference 139(3):952\u2013961","journal-title":"J Stat Plan Inference"},{"issue":"4","key":"483_CR24","doi-asserted-by":"crossref","first-page":"725","DOI":"10.1214\/aos\/1176345514","volume":"9","author":"DE Tyler","year":"1981","unstructured":"Tyler DE (1981) Asymptotic inference for eigenvectors. Ann Stat 9(4):725\u2013736","journal-title":"Ann Stat"},{"issue":"22","key":"483_CR25","doi-asserted-by":"crossref","first-page":"4169","DOI":"10.1093\/bioinformatics\/bti680","volume":"21","author":"W Zhong","year":"2005","unstructured":"Zhong W, Zeng P, Ma P, Liu JS, Zhu Y (2005) RSIR: regularized sliced inverse regression for motif discovery. Bioinformatics 21(22):4169\u20134175","journal-title":"Bioinformatics"},{"key":"483_CR26","first-page":"2621","volume":"51","author":"LX Zhu","year":"2007","unstructured":"Zhu LX, Ohtaki M, Li Y (2007) On hybrid methods of inverse regression-based algorithms. Comput Stat 51:2621\u20132635","journal-title":"Comput Stat"}],"container-title":["Computational Statistics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00180-014-0483-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s00180-014-0483-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s00180-014-0483-4","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,23]],"date-time":"2019-05-23T18:36:52Z","timestamp":1558636612000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s00180-014-0483-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2014,2,4]]},"references-count":26,"journal-issue":{"issue":"5","published-print":{"date-parts":[[2014,10]]}},"alternative-id":["483"],"URL":"https:\/\/doi.org\/10.1007\/s00180-014-0483-4","relation":{},"ISSN":["0943-4062","1613-9658"],"issn-type":[{"value":"0943-4062","type":"print"},{"value":"1613-9658","type":"electronic"}],"subject":[],"published":{"date-parts":[[2014,2,4]]}}}