{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,17]],"date-time":"2026-02-17T18:55:14Z","timestamp":1771354514373,"version":"3.50.1"},"reference-count":35,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2019,11,2]],"date-time":"2019-11-02T00:00:00Z","timestamp":1572652800000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2019,11,2]],"date-time":"2019-11-02T00:00:00Z","timestamp":1572652800000},"content-version":"vor","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":["Int J Data Sci Anal"],"published-print":{"date-parts":[[2020,6]]},"DOI":"10.1007\/s41060-019-00198-w","type":"journal-article","created":{"date-parts":[[2019,11,2]],"date-time":"2019-11-02T08:41:34Z","timestamp":1572684094000},"page":"1-23","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":5,"title":["A generic all-purpose transformation for multivariate modeling through copulas"],"prefix":"10.1007","volume":"10","author":[{"given":"Manoj","family":"Bahuguna","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-9305-2365","authenticated-orcid":false,"given":"Ravindra","family":"Khattree","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2019,11,2]]},"reference":[{"key":"198_CR1","first-page":"792","volume-title":"Partial Least Square Regression (PLS Regression), Encyclopedia for Research Methods for the Social Sciences","author":"H Abdi","year":"2003","unstructured":"Abdi, H.: Partial Least Square Regression (PLS Regression), Encyclopedia for Research Methods for the Social Sciences, pp. 792\u2013795. Sage, Thousand Oaks (2003)"},{"key":"198_CR2","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-21840-3","volume-title":"Exploring Multivariate Data with The Forward Search","author":"A Atkinson","year":"2004","unstructured":"Atkinson, A., Riani, M., Cerioli, A.: Exploring Multivariate Data with The Forward Search. Springer, New York, NY (2004)"},{"key":"198_CR3","volume-title":"Conditioning Diagnostics: Collinearity and Weak Data in Regression","author":"DA Belsley","year":"1991","unstructured":"Belsley, D.A.: Conditioning Diagnostics: Collinearity and Weak Data in Regression. Wiley, NewYork, NY (1991)"},{"key":"198_CR4","unstructured":"Bentler, P. M.: EQS, Structural Equations Program Manual, Program Version 5.0, Encino, CA (1995)"},{"issue":"3","key":"198_CR5","doi-asserted-by":"crossref","first-page":"588","DOI":"10.1037\/0033-2909.88.3.588","volume":"88","author":"PM Bentler","year":"1980","unstructured":"Bentler, P.M., Bonett, D.G.: Significance tests and goodness of fit in the analysis of covariance structures. Psychol. Bull. 88(3), 588 (1980)","journal-title":"Psychol. Bull."},{"issue":"2","key":"198_CR6","doi-asserted-by":"crossref","first-page":"211","DOI":"10.1111\/j.2517-6161.1964.tb00553.x","volume":"26","author":"GEP Box","year":"1964","unstructured":"Box, G.E.P., Cox, D.R.: An analysis of transformations. J. R. Stat. Soc. Ser. B (Methodol.) 26(2), 211\u2013252 (1964)","journal-title":"J. R. Stat. Soc. Ser. B (Methodol.)"},{"key":"198_CR7","volume-title":"Statistical Inference","author":"G Casella","year":"2002","unstructured":"Casella, G., Berger, R.L.: Statistical Inference, 2nd edn. Duxbury, Pacific Grove, CA (2002)","edition":"2"},{"key":"198_CR8","doi-asserted-by":"crossref","DOI":"10.1002\/0470055464","volume-title":"The Use of Regression Analysis by Example","author":"S Chatterjee","year":"2006","unstructured":"Chatterjee, S., Hadi, A., Price, B.: The Use of Regression Analysis by Example. Wiley, New York, NY (2006)"},{"key":"198_CR9","volume-title":"Dynamic Copula Methods in Finance","author":"U Cherubini","year":"2012","unstructured":"Cherubini, U., Gobbi, F., Mulinacci, S., Romagnoli, S.: Dynamic Copula Methods in Finance. Wiley, Newyork, NY (2012)"},{"key":"198_CR10","volume-title":"Fitting Equations to Data: Computer Analysis of Multifactor Data","author":"C Daniel","year":"1999","unstructured":"Daniel, C., Wood, F.S.: Fitting Equations to Data: Computer Analysis of Multifactor Data. Wiley, New York, NY (1999)"},{"key":"198_CR11","volume-title":"Regression Analysis Concepts and Applications","author":"FA Graybill","year":"1994","unstructured":"Graybill, F.A., Iyer, H.K.: Regression Analysis Concepts and Applications. Duxbury, Belmont, CA (1994)"},{"key":"198_CR12","doi-asserted-by":"crossref","DOI":"10.1201\/b13150","volume-title":"Multivariate Models and Multivariate Dependence Concepts","author":"H Joe","year":"1997","unstructured":"Joe, H.: Multivariate Models and Multivariate Dependence Concepts. CRC Press, New York, NY (1997)"},{"key":"198_CR13","volume-title":"Multivariate Analysis","author":"MG Kendall","year":"1980","unstructured":"Kendall, M.G.: Multivariate Analysis. Macmillan, New York, NY (1980)"},{"key":"198_CR14","unstructured":"Khattree, R.: Antieigenvalues, multicollinearity and influence: a revisit to regression diagnostics (preprint) (2016)"},{"issue":"4","key":"198_CR15","doi-asserted-by":"crossref","first-page":"61","DOI":"10.3905\/jii.2018.1.058","volume":"8","author":"R Khattree","year":"2018","unstructured":"Khattree, R., Bahuguna, M.: A revisit to estimation of beta risk and an analysis of stock market through copula transformation and winsorization with S&P 500 index as proxy. J. Index Invest. 8(4), 61\u201383 (2018)","journal-title":"J. Index Invest."},{"issue":"1","key":"198_CR16","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1007\/s41060-018-0106-1","volume":"7","author":"Ravindra Khattree","year":"2018","unstructured":"Khattree, R., Bahuguna, M.: An alternative data analytic approach to measure the univariate and multivariate skewness. Int. J. Data Sci. Anal. https:\/\/doi.org\/10.1007\/s41060-018-0106-1 (2018)","journal-title":"International Journal of Data Science and Analytics"},{"key":"198_CR17","volume-title":"Applied Multivariate Statistics with SAS Software","author":"R Khattree","year":"1999","unstructured":"Khattree, R., Naik, D.N.: Applied Multivariate Statistics with SAS Software, 2nd edn. SAS Institute Inc., Cary, NC (1999)","edition":"2"},{"key":"198_CR18","volume-title":"Multivariate Data Reduction and Discrimination with SAS Software","author":"R Khattree","year":"2000","unstructured":"Khattree, R., Naik, D.N.: Multivariate Data Reduction and Discrimination with SAS Software. SAS Institute Inc., Cary, NC (2000)"},{"key":"198_CR19","doi-asserted-by":"crossref","unstructured":"Kiplinger\u2019s Personal Finance, \u00a057(12), 104\u2013123 (2003)","DOI":"10.1177\/002096430005700138"},{"key":"198_CR20","volume-title":"Applied Linear Statistical Models","author":"MH Kutner","year":"2005","unstructured":"Kutner, M.H., Nachtsheim, C.J., Neter, J., Li, W.: Applied Linear Statistical Models. McGraw-Hill, New York, NY (2005)"},{"key":"198_CR21","doi-asserted-by":"crossref","DOI":"10.1057\/9781137346315","volume-title":"Financial Engineering with Copulas Explained","author":"J Mai","year":"2014","unstructured":"Mai, J., Scherer, M.: Financial Engineering with Copulas Explained. Palgrave-Macmillan, London (2014)"},{"issue":"3","key":"198_CR22","doi-asserted-by":"crossref","first-page":"463","DOI":"10.1080\/00401706.1973.10489073","volume":"15","author":"GC McDonald","year":"1973","unstructured":"McDonald, G.C., Schwing, R.C.: Instabilities of regression estimates relating air pollution to mortality. Technometrics 15(3), 463\u2013481 (1973)","journal-title":"Technometrics"},{"key":"198_CR23","doi-asserted-by":"crossref","first-page":"183","DOI":"10.1016\/B978-0-12-734750-9.50013-7","volume-title":"Graphical Representation of Multivariate Data","author":"GC McDonald","year":"1978","unstructured":"McDonald, G.C., Ayers, J.: Some applications of the Chernoff faces: a technique for graphically representing multivariate data. In: Wang, P. (ed.) Graphical Representation of Multivariate Data, pp. 183\u2013197. Academic Press, New York, NY (1978)"},{"key":"198_CR24","volume-title":"An Introduction to Copulas","author":"RB Nelsen","year":"2006","unstructured":"Nelsen, R.B.: An Introduction to Copulas. Springer, New York, NY (2006)"},{"key":"198_CR25","doi-asserted-by":"crossref","first-page":"58","DOI":"10.1093\/biomet\/35.1-2.58","volume":"35","author":"CR Rao","year":"1948","unstructured":"Rao, C.R.: Test of significance in multivariate analysis. Biometrika 35, 58\u201379 (1948)","journal-title":"Biometrika"},{"key":"198_CR26","volume-title":"A Step-by-Step Approach to Using SAS for Factor Analysis and Structural Equation Modeling","author":"N O\u2019Rourke","year":"2013","unstructured":"O\u2019Rourke, N., Hatcher, L.: A Step-by-Step Approach to Using SAS for Factor Analysis and Structural Equation Modeling, Second edn. SAS Press, Cary, NC (2013)","edition":"Second"},{"key":"198_CR27","unstructured":"SAS Institute, SAS\/STAT 12.1 User\u2019s Guide: Survey Data Analysis.SAS Institute Inc., Cary, NC (2012)"},{"key":"198_CR28","first-page":"229","volume":"8","author":"A Sklar","year":"1959","unstructured":"Sklar, A.: Distribution functions of $$n$$ dimensions and margins. Publ. Inst. Stat. Univ. Paris 8, 229\u2013231 (1959)","journal-title":"Publ. Inst. Stat. Univ. Paris"},{"key":"198_CR29","first-page":"1","volume":"28","author":"A Sklar","year":"1996","unstructured":"Sklar, A.: Random variables, distribution functions, and copulas: a personal look backward and forward. IMS Lect. Notes Monogr. Ser. Inst. Math. Stat. 28, 1\u201314 (1996)","journal-title":"IMS Lect. Notes Monogr. Ser. Inst. Math. Stat."},{"key":"198_CR30","unstructured":"TC2000.com., TC2000 Software, Version 7 (2010)"},{"key":"198_CR31","doi-asserted-by":"crossref","DOI":"10.1002\/9781118356258","volume-title":"Structural Equation Modeling: Applications Using Mplus","author":"J Wang","year":"2012","unstructured":"Wang, J., Wang, X.: Structural Equation Modeling: Applications Using Mplus. Wiley, New York, NY (2012)"},{"key":"198_CR32","unstructured":"Wicklin, R.: Generating a random orthogonal matrix, SAS Blogs. http:\/\/blogs.sas.com\/content\/iml\/2012\/03\/28\/generating-a-random-orthogonal-matrix.html . SAS Institute Inc. (2012)"},{"key":"198_CR33","volume-title":"Simulating Data with SAS","author":"R Wicklin","year":"2013","unstructured":"Wicklin, R.: Simulating Data with SAS. SAS Institute Inc., Cary, NC (2013)"},{"issue":"4","key":"198_CR34","first-page":"367","volume":"3","author":"S Wright","year":"1918","unstructured":"Wright, S.: On the nature of size factors. Genet. Genet. Soc. Am. Bethesda, MD 3(4), 367\u2013374 (1918)","journal-title":"Genet. Genet. Soc. Am. Bethesda, MD"},{"issue":"2","key":"198_CR35","doi-asserted-by":"crossref","first-page":"109","DOI":"10.1016\/S0169-7439(01)00155-1","volume":"58","author":"S Wold","year":"2001","unstructured":"Wold, S., Sj\u00f6str\u00f6m, M., Eriksson, L.: PLS-regression: a basic tool of chemometrics. Chemom. Intell. Lab. Syst. 58(2), 109\u2013130 (2001)","journal-title":"Chemom. Intell. Lab. Syst."}],"container-title":["International Journal of Data Science and Analytics"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s41060-019-00198-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s41060-019-00198-w\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s41060-019-00198-w.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,7,26]],"date-time":"2024-07-26T04:16:53Z","timestamp":1721967413000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s41060-019-00198-w"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,11,2]]},"references-count":35,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2020,6]]}},"alternative-id":["198"],"URL":"https:\/\/doi.org\/10.1007\/s41060-019-00198-w","relation":{},"ISSN":["2364-415X","2364-4168"],"issn-type":[{"value":"2364-415X","type":"print"},{"value":"2364-4168","type":"electronic"}],"subject":[],"published":{"date-parts":[[2019,11,2]]},"assertion":[{"value":"16 March 2017","order":1,"name":"received","label":"Received","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"10 February 2019","order":2,"name":"accepted","label":"Accepted","group":{"name":"ArticleHistory","label":"Article History"}},{"value":"2 November 2019","order":3,"name":"first_online","label":"First Online","group":{"name":"ArticleHistory","label":"Article History"}}]}}