메뉴 건너뛰기




Volumn 40, Issue 13, 2011, Pages 2305-2317

Partial least squares (PLS) methods: Origins, evolution, and application to social sciences

Author keywords

Evolution; Origins; Partial Least Squares Regression; PLS methods; PLS Path Modeling

Indexed keywords

EVOLUTION; ORIGINS; PARTIAL LEAST SQUARES REGRESSION; PLS METHODS; PLS-PATH MODELING;

EID: 79956150262     PISSN: 03610926     EISSN: 1532415X     Source Type: Journal    
DOI: 10.1080/03610921003778225     Document Type: Article
Times cited : (174)

References (42)
  • 1
    • 6344222582 scopus 로고    scopus 로고
    • Partial least squares regression (PLS-regression
    • Lewis-Beck, M., Bryman, A., Futing, T., eds.,Thousand Oaks, CA: Sage
    • Abdi, H. (2003). Partial least squares regression (PLS-regression). In: Lewis-Beck, M., Bryman, A., Futing, T., eds. Encyclopedia for Research Methods for the Social Sciences. Thousand Oaks, CA: Sage, pp. 792-795.
    • (2003) Encyclopedia for Research Methods for the Social Sciences , pp. 792-795
    • Abdi, H.1
  • 2
    • 79956106867 scopus 로고    scopus 로고
    • ACSI, CFI Group, Federal Consulting Group,Department of Defence, Washington, D.C
    • ACSI, CFI Group, Federal Consulting Group (2001). Report on U.S. Army Corps of Engineers (USACE), Department of Defence, Washington, D.C.
    • (2001) Report on U.S. Army Corps of Engineers (USACE)
  • 3
    • 0003258063 scopus 로고
    • The partial least squares (PLS) approach to casual modelling: Personal computer adoption and use as an illustration
    • Barclay, D., Higgins, C., Thompson, R. (1995). The partial least squares (PLS) approach to casual modelling: Personal computer adoption and use as an illustration. Tech. Studies 2:285-309.
    • (1995) Tech. Studies , vol.2 , pp. 285-309
    • Barclay, D.1    Higgins, C.2    Thompson, R.3
  • 4
    • 79956092221 scopus 로고    scopus 로고
    • SEM vs. PLS: Un enfoque basado en la práctica
    • Universidad Pública de Navarra, Navarra, Spain
    • Caballero Domínguez, A. J. (2006). SEM vs. PLS: Un enfoque basado en la práctica. IV Congreso de Metodología de Encuestas. Universidad Pública de Navarra, Navarra, Spain.
    • (2006) IV Congreso de Metodología de Encuestas
    • Caballero Domínguez, A.J.1
  • 5
    • 0003095695 scopus 로고    scopus 로고
    • The partial least squares approach to structural equation modeling
    • Marcoulides, G. A., ed,Mahwah, NJ: Lawrence Erlbaum Associates, Publisher
    • Chin, W. W. (1998). The partial least squares approach to structural equation modeling. In: Marcoulides, G. A., ed. Modern Methods for Business Research. Mahwah, NJ: Lawrence Erlbaum Associates, Publisher, pp. 295-336.
    • (1998) Modern Methods for Business Research , pp. 295-336
    • Chin, W.W.1
  • 7
    • 18844381344 scopus 로고    scopus 로고
    • Houston, Texas: University of Houston
    • Chin, W. W. (2004). PLS-Graph. Version 3.00. Houston, Texas: University of Houston.
    • (2004) PLS-Graph. Version 3. 00
    • Chin, W.W.1
  • 8
    • 0042242856 scopus 로고    scopus 로고
    • A partial least squares latent variable modeling approach for measuring interaction effects: Results from a Monte Carlo simulation study and an electronic mail emotion/adoption study
    • Chin, W. W., Marcolin, B. L., Newsted, P. R. (2003). A partial least squares latent variable modeling approach for measuring interaction effects: Results from a Monte Carlo simulation study and an electronic mail emotion/adoption study. Info. Syst. Research 14:189-217.
    • (2003) Info. Syst. Research , vol.14 , pp. 189-217
    • Chin, W.W.1    Marcolin, B.L.2    Newsted, P.R.3
  • 10
    • 0002567397 scopus 로고
    • A second generation of multivariate analysis: An overview
    • Fornell, C., ed,New York: Praeger Publishers
    • Fornell, C. (1982). A second generation of multivariate analysis: an overview. In: Fornell, C., ed. A Second Generation of Multivariate Analysis. New York: Praeger Publishers Vol. 1, pp. 1-21.
    • (1982) A Second Generation of Multivariate Analysis , vol.1 , pp. 1-21
    • Fornell, C.1
  • 11
    • 0000797560 scopus 로고
    • A comparative analysis of two structural equation models: LISREL and PLS applied to market data
    • Fornell, C., ed,New York Praeger Publishers
    • Fornell, C., Bookstein, F. L. (1982). A comparative analysis of two structural equation models: LISREL and PLS applied to market data. In: Fornell, C., ed. A Second Generation of Multivariate Analysis. New York, Praeger Publishers Vol. 1, pp. 289-324.
    • (1982) A Second Generation of Multivariate Analysis , vol.1 , pp. 289-324
    • Fornell, C.1    Bookstein, F.L.2
  • 12
    • 0002547758 scopus 로고
    • Partial least squares
    • Bagozzi, R. P., ed,Cambridge, MA: Blackwell Publishers
    • Fornell, C., Cha, J. (1994). Partial least squares. In: Bagozzi, R. P., ed. Advanced Methods of Marketing Research. Cambridge, MA: Blackwell Publishers, p. 52.
    • (1994) Advanced Methods of Marketing Research , pp. 52
    • Fornell, C.1    Cha, J.2
  • 15
    • 85152373811 scopus 로고
    • Notes on the history and nature of partial least squares (PLS) modeling
    • Geladi, P. (1988). Notes on the history and nature of partial least squares (PLS) modeling. J. Chemometr. 2:231-246.
    • (1988) J. Chemometr. , vol.2 , pp. 231-246
    • Geladi, P.1
  • 17
    • 0002548788 scopus 로고
    • A general method for estimating a linear structural equation system
    • Goldberger, A. S., Duncan, O. D., eds,London: Academic Press
    • Jöreskog, K. G. (1973). A general method for estimating a linear structural equation system. In: Goldberger, A. S., Duncan, O. D., eds,Structural Equation Models in the Social Sciences. London: Academic Press p.85-112.
    • (1973) Structural Equation Models in the Social Sciences , pp. 85-112
    • Jöreskog, K.G.1
  • 19
    • 0003874293 scopus 로고
    • Lisrel 8 and prelis 2
    • SSI. Scientific Software International
    • Jöreskog, K. G., Sörbom, D. (1993). LISREL 8 and PRELIS 2. User's Reference Guide. SSI. Scientific Software International.
    • (1993) User's Reference Guide
    • Jöreskog, K.G.1    Sörbom, D.2
  • 22
    • 0002257796 scopus 로고
    • Factor analysis and psychometrika: Major developments
    • Mulaik, S. A. (1986). Factor analysis and psychometrika: major developments. Psychometrika 51(1):23-33.
    • (1986) Psychometrika , vol.51 , Issue.1 , pp. 23-33
    • Mulaik, S.A.1
  • 27
    • 79956106866 scopus 로고    scopus 로고
    • Test & Go,Paris: France
    • Test & Go (2006). Spad Version 6.0.0. Paris: France.
    • (2006) Spad Version 6.0.0
  • 30
    • 4344717853 scopus 로고
    • Ordinal preferences or cardinal utility?
    • Wold, H. (1952). Ordinal preferences or cardinal utility? Econometrica 20(4):661-664.
    • (1952) Econometrica , vol.20 , Issue.4 , pp. 661-664
    • Wold, H.1
  • 31
    • 0001098205 scopus 로고
    • Estimation of principal components and related models by iterative least squares
    • Krishnaiaah, P. R., ed,New York: Academic Press
    • Wold, H. (1966). Estimation of principal components and related models by iterative least squares. In: Krishnaiaah, P. R., ed. Multivariate Analysis. New York: Academic Press, pp. 391-420.
    • (1966) Multivariate Analysis , pp. 391-420
    • Wold, H.1
  • 32
    • 79956157066 scopus 로고
    • Aspects opératoires des modèles économé triques et sociologiques. Développement actuel de l'estimation "f.P." (Point fixe) et de la modélisation "nIPALS" (linéarisation par itération de moindres carrés partiels
    • 3
    • Wold, H. (1973a). Aspects opératoires des modèles économétriques et sociologiques. Développement actuel de l'estimation "F.P." (Point fixe) et de la modélisation "NIPALS" (linéarisation par itération de moindres carrés partiels). Économie Appliquée N° 2-3-4: 389-421.
    • (1973) Économie Appliquée , Issue.2-4 , pp. 389-421
    • Wold, H.1
  • 33
    • 0002741363 scopus 로고
    • Nonlinear iterative partial least squares (NIPALS) modeling: Some current developments
    • held at Wright State University, Dayton, Ohio, June 19-24, 1972,Krishnaiah, P. R., ed,New York: Academic Press
    • Wold, H. (1973b). Nonlinear iterastive partial least squares (NIPALS) modeling: some current developments. In: Krishnaiah, P. R., ed. Multivariate Analysis II. Proc. Int. Symp. Multivariate Anal. held at Wright State University, Dayton, Ohio, June 19-24, 1972. New York: Academic Press, pp. 383-407.
    • (1973) Multivariate Analysis II. Proc. Int. Symp. Multivariate Anal. , pp. 383-407
    • Wold, H.1
  • 35
    • 0347242975 scopus 로고
    • Soft modeling: Intermediate between traditional model building and data analysis
    • Wold, H. (1980). Soft modeling: intermediate between traditional model building and data analysis. Mathemat. Statist. 6:333-346.
    • (1980) Mathemat. Statist. , vol.6 , pp. 333-346
    • Wold, H.1
  • 36
    • 0001877951 scopus 로고
    • Soft modeling: The basic design and some extensions
    • Jöreskog, K. G., Wold, H., eds,Amsterdam: North-Holland
    • Wold, H. (1982). Soft modeling: the basic design and some extensions. In: Jöreskog, K. G., Wold, H., eds. Systems Under Indirect Observations: Causality, Structure, Prediction. Part 2. Amsterdam: North-Holland, pp. 1-54.
    • (1982) Systems under Indirect Observations: Causality, Structure, Prediction , Issue.PART 2 , pp. 1-54
    • Wold, H.1
  • 37
    • 0000781020 scopus 로고
    • Partial least squares
    • Kotz, S., Johnson, N. L., eds,New York Wiley
    • Wold, H. (1985). Partial least squares. In: Kotz, S., Johnson, N. L., eds. Encyclopedia of Statistical Sciences. Vol. 6. New York, Wiley, pp. 581-591.
    • (1985) Encyclopedia of Statistical Sciences , vol.6 , pp. 581-591
    • Wold, H.1
  • 40
    • 1642406255 scopus 로고    scopus 로고
    • Personal memories of the early PLS development
    • Wold, S. (2001). Personal memories of the early PLS development. Chemometr. Intell. Lab. Syst. 58:83-84.
    • (2001) Chemometr. Intell. Lab. Syst. , vol.58 , pp. 83-84
    • Wold, S.1
  • 41
    • 32944458946 scopus 로고    scopus 로고
    • The introduction of path analysis to the social sciences, and some emergent themes: An annotated bibliography
    • Wolfle, L. M. (2003). The introduction of path analysis to the social sciences, and some emergent themes: an annotated bibliography. Struct. Eq. Model. 10(1):2.
    • (2003) Struct. Eq. Model. , vol.10 , Issue.1 , pp. 2
    • Wolfle, L.M.1
  • 42
    • 0002864926 scopus 로고
    • On the nature of size factors
    • Wright, S. (1918). On the nature of size factors. Genetics 3:367-374.
    • (1918) Genetics , vol.3 , pp. 367-374
    • Wright, S.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.