메뉴 건너뛰기




Volumn 21, Issue 3, 2014, Pages 425-438

A Comparison of Diagonal Weighted Least Squares Robust Estimation Techniques for Ordinal Data

Author keywords

confirmatory factor analysis; DWLS; robust estimation techniques; simulation; WLSM; WSLMV

Indexed keywords

PARAMETER ESTIMATION;

EID: 84904277287     PISSN: 10705511     EISSN: 15328007     Source Type: Journal    
DOI: 10.1080/10705511.2014.915373     Document Type: Article
Times cited : (398)

References (39)
  • 2
    • 42949105115 scopus 로고    scopus 로고
    • Is parceling really necessary? A comparison of results from item parceling and categorical variable methodology
    • Bandalos, D. L. (2008). Is parceling really necessary? A comparison of results from item parceling and categorical variable methodology. Structural Equation Modeling, 15, 211-240.
    • (2008) Structural Equation Modeling , vol.15 , pp. 211-240
    • Bandalos, D.L.1
  • 5
    • 33744523182 scopus 로고    scopus 로고
    • On the performance of maximum likelihood versus mean and variance adjusted weighted least squares estimation in CFA
    • Beauducel, A., & Herzberg, P. Y. (2006). On the performance of maximum likelihood versus mean and variance adjusted weighted least squares estimation in CFA. Structural Equation Modeling, 13, 186-203.
    • (2006) Structural Equation Modeling , vol.13 , pp. 186-203
    • Beauducel, A.1    Herzberg, P.Y.2
  • 7
    • 0348118210 scopus 로고    scopus 로고
    • The impact of categorization with confirmatory factor analysis
    • DiStefano, C. (2002). The impact of categorization with confirmatory factor analysis. Structural Equation Modeling, 9, 327-346.
    • (2002) Structural Equation Modeling , vol.9 , pp. 327-346
    • DiStefano, C.1
  • 8
    • 31644441157 scopus 로고    scopus 로고
    • Using confirmatory factor analysis for construct validation: An empirical review
    • DiStefano, C., & Hess, B. (2005). Using confirmatory factor analysis for construct validation: An empirical review. Journal of Psychoeducational Assessment, 23, 225-241.
    • (2005) Journal of Psychoeducational Assessment , vol.23 , pp. 225-241
    • DiStefano, C.1    Hess, B.2
  • 10
    • 33748994575 scopus 로고    scopus 로고
    • Nonnormal and categorical data in structural equation modeling
    • In: Hancock G. R., Mueller R. O., editors Greenwich, CT,: Information Age
    • Finney, S. J., & DiStefano, C. (2006). Nonnormal and categorical data in structural equation modeling. In G. R. Hancock & R. O. Mueller (Eds.), Structural equation modeling: A second course (pp. 269-314). Greenwich, CT: Information Age.
    • (2006) Structural equation modeling: A second course , pp. 269-314
    • Finney, S.J.1    DiStefano, C.2
  • 11
    • 10844245499 scopus 로고    scopus 로고
    • An empirical evaluation of alternative methods of estimation for confirmatory factor analysis with ordinal data
    • Flora, D. B., & Curran, P. J. (2004). An empirical evaluation of alternative methods of estimation for confirmatory factor analysis with ordinal data. Psychological Methods, 9, 466-491.
    • (2004) Psychological Methods , vol.9 , pp. 466-491
    • Flora, D.B.1    Curran, P.J.2
  • 12
    • 78650468393 scopus 로고    scopus 로고
    • Factor analysis with ordinal indicators: A Monte Carlo study comparing DWLS and ULS estimation
    • Forero, C. G., Maydeu-Olivares, A., & Gallardo-Pujol, D. (2009). Factor analysis with ordinal indicators: A Monte Carlo study comparing DWLS and ULS estimation. Structural Equation Modeling, 16, 625-641.
    • (2009) Structural Equation Modeling , vol.16 , pp. 625-641
    • Forero, C.G.1    Maydeu-Olivares, A.2    Gallardo-Pujol, D.3
  • 14
    • 0032330969 scopus 로고    scopus 로고
    • Robustness studies in covariance structure modeling: An overview and a meta-analysis
    • Hoogland, J. J., & Boomsma, A. (1998). Robustness studies in covariance structure modeling: An overview and a meta-analysis. Sociological Methods & Research, 26, 329-367.
    • (1998) Sociological Methods & Research , vol.26 , pp. 329-367
    • Hoogland, J.J.1    Boomsma, A.2
  • 15
    • 0000468227 scopus 로고    scopus 로고
    • Behavior of descriptive fit indices in confirmatory factor analysis using ordered categorical data
    • Hutchinson, S. R., & Olmos, A. (1998). Behavior of descriptive fit indices in confirmatory factor analysis using ordered categorical data. Structural Equation Modeling, 5, 344-364.
    • (1998) Structural Equation Modeling , vol.5 , pp. 344-364
    • Hutchinson, S.R.1    Olmos, A.2
  • 16
    • 64649086851 scopus 로고    scopus 로고
    • Reporting practices in confirmatory factor analysis: An overview and some recommendations
    • Jackson, D. L., Gillaspy, J. A., & Purc-Stephenson, R. (2009). Reporting practices in confirmatory factor analysis: An overview and some recommendations. Psychological Methods, 14, 6-23.
    • (2009) Psychological Methods , vol.14 , pp. 6-23
    • Jackson, D.L.1    Gillaspy, J.A.2    Purc-Stephenson, R.3
  • 22
    • 64749097255 scopus 로고    scopus 로고
    • Evaluating estimation methods for ordinal data in structural equation modeling
    • Lei, P. W. (2009). Evaluating estimation methods for ordinal data in structural equation modeling. Quality & Quantity, 43, 495-507.
    • (2009) Quality & Quantity , vol.43 , pp. 495-507
    • Lei, P.W.1
  • 23
    • 33744966588 scopus 로고    scopus 로고
    • Limited information estimation and testing of discretized multivariate normal structural models
    • Maydeu-Olivares, A. (2006). Limited information estimation and testing of discretized multivariate normal structural models. Psychometrika, 71, 57-77.
    • (2006) Psychometrika , vol.71 , pp. 57-77
    • Maydeu-Olivares, A.1
  • 24
    • 0002436931 scopus 로고
    • Goodness of fit with categorical and other nonnormal variables
    • In: Bollen K. A., Long J. S., editors Newbury Park, CA,: Sage
    • Muthén, B. O. (1993). Goodness of fit with categorical and other nonnormal variables. In K. A. Bollen & J. S. Long (Eds.), Testing structural equation models (pp. 205-243). Newbury Park, CA: Sage.
    • (1993) Testing structural equation models , pp. 205-243
    • Muthén, B.O.1
  • 25
    • 23844436877 scopus 로고    scopus 로고
    • Los Angeles, CA: Muthén & Muthén. Retrieved from
    • Muthén, B. O. (1998-2004). Mplus technical appendices. Los Angeles, CA: Muthén & Muthén. Retrieved from http://www.statmodel.com/download/techappen.pdf
    • (1998) Mplus technical appendices
    • Muthén, B.O.1
  • 27
    • 85004907578 scopus 로고
    • A comparison of some methodologies for the factor analysis of nonnormal Likert variables
    • Muthén, B. O., & Kaplan, D. (1985). A comparison of some methodologies for the factor analysis of nonnormal Likert variables. British Journal of Mathematical and Statistical Psychology, 38, 171-189.
    • (1985) British Journal of Mathematical and Statistical Psychology , vol.38 , pp. 171-189
    • Muthén, B.O.1    Kaplan, D.2
  • 28
    • 84904327791 scopus 로고    scopus 로고
    • Retrieved from
    • Muthén, L. (2008). Baseline model in Mplus. Retrieved from http://www.statmodel.com/discussion/messages/11/3602.html?1223049639
    • (2008) Baseline model in Mplus
    • Muthén, L.1
  • 30
    • 0001488412 scopus 로고    scopus 로고
    • The performance of ML, GLS, and WLS estimation in structural equation modeling under conditions of misspecification and nonnormality
    • Olsson, U. H., Foss, T., Troye, S. V., & Howell, R. D. (2000). The performance of ML, GLS, and WLS estimation in structural equation modeling under conditions of misspecification and nonnormality. Structural Equation Modeling, 7, 557-595.
    • (2000) Structural Equation Modeling , vol.7 , pp. 557-595
    • Olsson, U.H.1    Foss, T.2    Troye, S.V.3    Howell, R.D.4
  • 32
    • 85004774592 scopus 로고
    • Confirmatory factor analysis of ordered categorical variables with large models
    • Potthast, M. J. (1993). Confirmatory factor analysis of ordered categorical variables with large models. British Journal of Mathematical & Statistical Psychology, 46, 273-286.
    • (1993) British Journal of Mathematical & Statistical Psychology , vol.46 , pp. 273-286
    • Potthast, M.J.1
  • 33
    • 84873019824 scopus 로고    scopus 로고
    • When can categorical variables be treated as continuous? A comparison of robust continuous and categorical SEM estimation methods under suboptimal conditions
    • Rhemtulla, M., Brosseau-Liard, P., & Savalei, V. (2012). When can categorical variables be treated as continuous? A comparison of robust continuous and categorical SEM estimation methods under suboptimal conditions. Psychological Methods, 17, 354-373.
    • (2012) Psychological Methods , vol.17 , pp. 354-373
    • Rhemtulla, M.1    Liard, P.2    Savalei, V.3
  • 35
    • 33845284250 scopus 로고    scopus 로고
    • Reporting structural equation modeling and confirmatory factor analysis results: A review
    • Schreiber, J. B., Stage, F. K., King, J., Nora, A., & Barlow, E. A. (2006). Reporting structural equation modeling and confirmatory factor analysis results: A review. Journal of Educational Research, 99, 323-337.
    • (2006) Journal of Educational Research , vol.99 , pp. 323-337
    • Schreiber, J.B.1    Stage, F.K.2    King, J.3    Nora, A.4    Barlow, E.A.5
  • 36
    • 0002367816 scopus 로고
    • Structural equation models with nonnormal variables: Problems and remedies
    • In: Hoyle R. H., editors Thousand Oaks, CA,: Sage
    • West, S. G., Finch, J. F., & Curran, P. J. (1995). Structural equation models with nonnormal variables: Problems and remedies. In R. H. Hoyle (Ed.), Structural equation modeling: Concepts, issues, and applications (pp. 56-75). Thousand Oaks, CA: Sage.
    • (1995) Structural equation modeling: Concepts, issues, and applications , pp. 56-75
    • West, S.G.1    Finch, J.F.2    Curran, P.J.3
  • 37
    • 34247192112 scopus 로고    scopus 로고
    • Item factor analysis: Current approaches and future directions
    • Wirth, R. J., & Edwards, M. C. (2007). Item factor analysis: Current approaches and future directions. Psychological Methods, 12(3), 58-79.
    • (2007) Psychological Methods , vol.12 , Issue.3 , pp. 58-79
    • Wirth, R.J.1    Edwards, M.C.2
  • 38
    • 77954442639 scopus 로고    scopus 로고
    • Confirmatory factor analysis of ordinal variables with misspecified models
    • Yang-Wallentin, F., Jöreskog, K. G., & Luo, H. (2010). Confirmatory factor analysis of ordinal variables with misspecified models. Structural Equation Modeling, 17, 392-423.
    • (2010) Structural Equation Modeling , vol.17 , pp. 392-423
    • Yang-Wallentin, F.1    Jöreskog, K.G.2    Luo, H.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.