{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,1,20]],"date-time":"2026-01-20T05:10:28Z","timestamp":1768885828212,"version":"3.49.0"},"reference-count":34,"publisher":"Springer Science and Business Media LLC","issue":"2","license":[{"start":{"date-parts":[[2016,9,19]],"date-time":"2016-09-19T00:00:00Z","timestamp":1474243200000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"funder":[{"DOI":"10.13039\/501100000038","name":"Natural Sciences and Engineering Research Council of Canada (CA)","doi-asserted-by":"publisher","id":[{"id":"10.13039\/501100000038","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Stat Methods Appl"],"published-print":{"date-parts":[[2017,6]]},"DOI":"10.1007\/s10260-016-0369-4","type":"journal-article","created":{"date-parts":[[2016,9,19]],"date-time":"2016-09-19T06:29:54Z","timestamp":1474266594000},"page":"273-292","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":7,"title":["High dimensional extension of the growth curve model and its application in genetics"],"prefix":"10.1007","volume":"26","author":[{"given":"Sayantee","family":"Jana","sequence":"first","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Narayanaswamy","family":"Balakrishnan","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Dietrich","family":"von Rosen","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jemila Seid","family":"Hamid","sequence":"additional","affiliation":[],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"297","published-online":{"date-parts":[[2016,9,19]]},"reference":[{"key":"369_CR1","volume-title":"Statistical inference, 2nd edn","author":"G Casella","year":"2002","unstructured":"Casella G, Berger RL (2002) Statistical inference, 2nd edn. Thompson Learning, Duxbury Press, Belmont, CA"},{"issue":"9","key":"369_CR2","doi-asserted-by":"crossref","first-page":"1457","DOI":"10.1093\/bioinformatics\/bth081","volume":"20","author":"V Chalifa-Caspi","year":"2004","unstructured":"Chalifa-Caspi V et al (2004) GeneAnnot: comprehensive two-way linking between oligonucleotide array probesets and GeneCards genes. Bioinformatics 20(9):1457\u20131458","journal-title":"Bioinformatics"},{"issue":"2","key":"369_CR3","doi-asserted-by":"crossref","first-page":"808","DOI":"10.1214\/09-AOS716","volume":"38","author":"SX Chen","year":"2010","unstructured":"Chen SX, Qin YL (2010) A two-sample test for high-dimensional data with applications to gene-set testing. Ann Stat 38(2):808\u2013835","journal-title":"Ann Stat"},{"issue":"496","key":"369_CR4","doi-asserted-by":"crossref","first-page":"1345","DOI":"10.1198\/jasa.2011.ap10599","volume":"106","author":"LS Chen","year":"2012","unstructured":"Chen LS, Paul D, Prentice RL, Wang P (2012) A regularized Hotellings T2 test for pathway analysis in proteomic studies. J Am Stat Assoc 106(496):1345\u20131360","journal-title":"J Am Stat Assoc"},{"key":"369_CR5","doi-asserted-by":"crossref","first-page":"446","DOI":"10.1186\/1471-2105-8-446","volume":"8","author":"F Ferrari","year":"2007","unstructured":"Ferrari F et al (2007) Novel definition files for human GeneChips based on GeneAnnot. BMC Bioinform 8:446\u2013451","journal-title":"BMC Bioinform"},{"issue":"1","key":"369_CR6","doi-asserted-by":"crossref","first-page":"1","DOI":"10.2202\/1544-6115.1417","volume":"8","author":"JS Hamid","year":"2009","unstructured":"Hamid JS, Beyene J (2009) A multivariate growth curve model for ranking genes in replicated time-course microarray data. Stat Appl Genet Mol Biol 8(1):1\u201326","journal-title":"Stat Appl Genet Mol Biol"},{"issue":"2","key":"369_CR7","doi-asserted-by":"crossref","first-page":"238","DOI":"10.1016\/j.jmva.2010.09.001","volume":"102","author":"JS Hamid","year":"2011","unstructured":"Hamid JS, Beyene J, Rosen DV (2011) A novel trace test for the mean parameters in a multivariate growth curve model. J Multivar Anal 102(2):238\u2013251","journal-title":"J Multivar Anal"},{"key":"369_CR8","doi-asserted-by":"crossref","DOI":"10.1017\/CBO9780511810817","volume-title":"Matrix analysis","author":"RA Horn","year":"1985","unstructured":"Horn RA, Johnson CR (1985) Matrix analysis. Cambridge University Press, Cambridge"},{"issue":"5","key":"369_CR9","doi-asserted-by":"crossref","first-page":"774","DOI":"10.1152\/ajplung.00189.2002","volume":"284","author":"JL Ingram","year":"2003","unstructured":"Ingram JL et al (2003) Vanadium-induced HB-EGF expression in human lung fibroblasts is oxidant-dependent and requires MAP kinases. Am J Physiol Lung Cell Mol Physiol 284(5):774\u2013782","journal-title":"Am J Physiol Lung Cell Mol Physiol"},{"issue":"34.10","key":"369_CR10","first-page":"1186","volume":"8","author":"JL Ingram","year":"2007","unstructured":"Ingram JL et al (2007) Genomic analysis of human lung fibroblasts exposed to vanadium pentoxide to identify candidate genes for occupational bronchitis. Respir Res 8(34.10):1186\u20131198","journal-title":"Respir Res"},{"issue":"4","key":"369_CR11","doi-asserted-by":"crossref","first-page":"1227","DOI":"10.1002\/hep.24495","volume":"54","author":"D Jia","year":"2011","unstructured":"Jia D et al (2011) Genome-wide copy number analyses identified novel cancer genes in hepatocellular carcinoma. Hepatology 54(4):1227\u20131236","journal-title":"Hepatology"},{"issue":"1906","key":"369_CR12","doi-asserted-by":"crossref","first-page":"4237","DOI":"10.1098\/rsta.2009.0159","volume":"367","author":"IM Jonhstone","year":"2009","unstructured":"Jonhstone IM, Titterington DM (2009) Statistical challenges of high-dimensional data. Philos Trans R Soc Lond A Math Phys Eng Sci 367(1906):4237\u20134253","journal-title":"Philos Trans R Soc Lond A Math Phys Eng Sci"},{"issue":"1","key":"369_CR13","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1007\/BF02869518","volume":"18","author":"CG Khatri","year":"1966","unstructured":"Khatri CG (1966) A note on a MANOVA model applied to problems in growth curve. Ann Inst Stat Math 18(1):75\u201386","journal-title":"Ann Inst Stat Math"},{"issue":"8","key":"369_CR14","doi-asserted-by":"crossref","first-page":"3146","DOI":"10.1158\/0008-5472.CAN-04-2490","volume":"65","author":"ET Kimchi","year":"2005","unstructured":"Kimchi ET et al (2005) Progression of Barrett\u2019s metaplasia to adenocarcinoma is associated with the suppression of the transcriptional programs of epidermal differentiation. Cancer Res 65(8):3146\u20133154","journal-title":"Cancer Res"},{"key":"369_CR15","doi-asserted-by":"crossref","DOI":"10.1007\/1-4020-3419-9","volume-title":"Advanced multivariate statistics with matrices","author":"T Kollo","year":"2005","unstructured":"Kollo T, von Rosen D (2005) Advanced multivariate statistics with matrices. Springer, The Netherlands"},{"issue":"26","key":"369_CR16","doi-asserted-by":"crossref","first-page":"4080","DOI":"10.1038\/sj.onc.1205514","volume":"21","author":"TH Koo","year":"2002","unstructured":"Koo TH (2002) Syntenin is overexpressed and promotes cell migration in metastatic human breast and gastric cancer cell lines. Oncogene 21(26):4080\u20134088","journal-title":"Oncogene"},{"issue":"2","key":"369_CR17","doi-asserted-by":"crossref","first-page":"235","DOI":"10.1002\/bimj.200800207","volume":"51","author":"J L\u00e4uter","year":"2009","unstructured":"L\u00e4uter J (2009) High-dimensional data analysis: selection of variables, data compression and graphics\u2014application to gene expression. Biometr J 51(2):235\u2013251","journal-title":"Biometr J"},{"issue":"6","key":"369_CR18","doi-asserted-by":"crossref","first-page":"567","DOI":"10.1097\/00043764-198408000-00009","volume":"26","author":"BS Levy","year":"1984","unstructured":"Levy BS et al (1984) Boilermakers\u2019 bronchitis: respiratory tract irritation associated with vanadium pentoxide exposure during oil-to-coal conversion of a power plant. J Occup Environ Med 26(6):567\u2013570","journal-title":"J Occup Environ Med"},{"key":"369_CR19","first-page":"1002","volume":"20","author":"DW Liu","year":"2005","unstructured":"Liu DW, Chen ST, Liu HP (2005) Choice of endogenous control for gene expression in non small cell lung cancer. Eur Respir J 20:1002\u20131008","journal-title":"Eur Respir J"},{"issue":"3","key":"369_CR20","doi-asserted-by":"crossref","first-page":"307","DOI":"10.1016\/j.lungcan.2007.01.016","volume":"56","author":"Y Liu","year":"2007","unstructured":"Liu Y et al (2007) Identification of genes differentailly expressed in human primary lung squamous cell carcinoma. Lung Cancer 56(3):307\u2013317","journal-title":"Lung Cancer"},{"issue":"1","key":"369_CR21","first-page":"31","volume":"12","author":"I L\u00f6nnstedt","year":"2002","unstructured":"L\u00f6nnstedt I, Speed T (2002) Replicated microarray data. Stat Sin 12(1):31\u201346","journal-title":"Stat Sin"},{"issue":"4","key":"369_CR22","doi-asserted-by":"crossref","first-page":"1261","DOI":"10.1093\/nar\/gkl013","volume":"34","author":"P Ma","year":"2006","unstructured":"Ma P et al (2006) A data-driven clustering method for time course gene expression data. Nucleic Acids Res 34(4):1261\u20131269","journal-title":"Nucleic Acids Res"},{"key":"369_CR23","doi-asserted-by":"crossref","first-page":"294","DOI":"10.1090\/S0002-9904-1920-03308-2","volume":"26","author":"EH Moore","year":"1920","unstructured":"Moore EH (1920) On the reciprocal of the general algebraic matrix. Bull Am Math Soc 26:294\u2013295","journal-title":"Bull Am Math Soc"},{"key":"369_CR24","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-21812-0","volume-title":"Growth curve models and statistical diagnostics","author":"JX Pan","year":"2002","unstructured":"Pan JX, Fang KT (2002) Growth curve models and statistical diagnostics. Springer, New York"},{"issue":"3","key":"369_CR25","doi-asserted-by":"crossref","first-page":"406","DOI":"10.1017\/S0305004100030401","volume":"51","author":"R Penrose","year":"1955","unstructured":"Penrose R (1955) A generalized inverse for matrices. Proc Camb Philos Soc 51(3):406\u2013413","journal-title":"Proc Camb Philos Soc"},{"issue":"3\u20134","key":"369_CR26","doi-asserted-by":"crossref","first-page":"313","DOI":"10.1093\/biomet\/51.3-4.313","volume":"51","author":"RF Potthoff","year":"1964","unstructured":"Potthoff RF, Roy SN (1964) A generalized multivariate analysis of variance model useful especially for growth curve model. Biometrika 51(3\u20134):313\u2013326","journal-title":"Biometrika"},{"key":"369_CR27","unstructured":"Rao CR, Mitra SK (1972) Generalized inverse of a matrix and its applications. In: Proceedings of the 6th Berkeley symposium on mathematical statistics and probability, vol 1, pp 601\u2013620"},{"issue":"1","key":"369_CR28","doi-asserted-by":"crossref","first-page":"1","DOI":"10.2202\/1544-6115.1027","volume":"3","author":"GK Smyth","year":"2004","unstructured":"Smyth GK (2004) Linear models and empirical Bayes methods for assessing diferential expression in microarray experiments. Stat Appl Genet Mol Biol 3(1):1\u201325","journal-title":"Stat Appl Genet Mol Biol"},{"issue":"5","key":"369_CR29","doi-asserted-by":"crossref","first-page":"2387","DOI":"10.1214\/009053606000000759","volume":"34","author":"YC Tai","year":"2006","unstructured":"Tai YC, Speed TP (2006) A multivariate empirical Bayes statistic for replicated microarray time course data. Ann Stat 34(5):2387\u20132412","journal-title":"Ann Stat"},{"issue":"1","key":"369_CR30","doi-asserted-by":"crossref","first-page":"40","DOI":"10.1111\/j.1541-0420.2008.01057.x","volume":"65","author":"YC Tai","year":"2009","unstructured":"Tai YC, Speed TP (2009) On gene ranking using replicated microarray time course data. Biometrics 65(1):40\u201351","journal-title":"Biometrics"},{"issue":"2","key":"369_CR31","doi-asserted-by":"crossref","first-page":"187","DOI":"10.1016\/0047-259X(89)90061-4","volume":"31","author":"D Rosen von","year":"1989","unstructured":"von Rosen D (1989) Maximum likelihood estimators in multivariate linear normal models. J Multivar Anal 31(2):187\u2013200","journal-title":"J Multivar Anal"},{"issue":"3","key":"369_CR32","doi-asserted-by":"crossref","first-page":"753","DOI":"10.1111\/j.1432-1033.1994.tb18676.x","volume":"220","author":"E Wey","year":"1994","unstructured":"Wey E, Lyons GE, Schafer BW (1994) A human POU domain gene, mPOU, is expressed in developing brain and specific adult tissues. Eur J Biochem 220(3):753\u2013762","journal-title":"Eur J Biochem"},{"issue":"1\u20132","key":"369_CR33","doi-asserted-by":"crossref","first-page":"245","DOI":"10.1007\/s11010-011-1176-8","volume":"363","author":"X Yan","year":"2012","unstructured":"Yan X et al (2012) External Qi of Yan Xin Qigong induces cell death and gene expression alterations promoting apoptosis and inhibiting proliferation, migration and glucose metabolism in small-cell lung cancer cells. Mol Cell Biochem 363(1\u20132):245\u2013255","journal-title":"Mol Cell Biochem"},{"issue":"476","key":"369_CR34","doi-asserted-by":"crossref","first-page":"1323","DOI":"10.1198\/016214505000000394","volume":"101","author":"M Yuan","year":"2006","unstructured":"Yuan M, Kendziorksi C (2006) Hidden Markov models for microarray time course data in multiple biological conditions. J Am Stat Assoc 101(476):1323\u20131332","journal-title":"J Am Stat Assoc"}],"container-title":["Statistical Methods &amp; Applications"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s10260-016-0369-4\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10260-016-0369-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s10260-016-0369-4.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,9,13]],"date-time":"2019-09-13T14:49:07Z","timestamp":1568386147000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s10260-016-0369-4"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2016,9,19]]},"references-count":34,"journal-issue":{"issue":"2","published-print":{"date-parts":[[2017,6]]}},"alternative-id":["369"],"URL":"https:\/\/doi.org\/10.1007\/s10260-016-0369-4","relation":{},"ISSN":["1618-2510","1613-981X"],"issn-type":[{"value":"1618-2510","type":"print"},{"value":"1613-981X","type":"electronic"}],"subject":[],"published":{"date-parts":[[2016,9,19]]}}}