메뉴 건너뛰기




Volumn 65, Issue 4, 2011, Pages 274-282

An overview of current software procedures for fitting linear mixed models

Author keywords

Covariance structures; Longitudinal data analysis; Models for clustered data; Statistical software

Indexed keywords


EID: 84856043269     PISSN: 00031305     EISSN: None     Source Type: Journal    
DOI: 10.1198/tas.2011.11077     Document Type: Article
Times cited : (46)

References (43)
  • 1
    • 68749104686 scopus 로고    scopus 로고
    • Multilevel Modeling of Complex Survey Data
    • August 2006, ASA Section on Survey Research Methods, Alexandria, VA: ASA, 276
    • Asparouhov, T., and Muthen, B. (2006), "Multilevel Modeling of Complex Survey Data," Proceedings of the Joint Statistical Meetings, August 2006, ASA Section on Survey Research Methods, Alexandria, VA: ASA, pp. 2718- 2726. 276
    • (2006) Proceedings of the Joint Statistical Meetings , pp. 2718-2726
    • Asparouhov, T.1    Muthen, B.2
  • 7
    • 68749114151 scopus 로고    scopus 로고
    • Fitting Multilevel Models in Complex Survey Data with DesignWeights: Recommendations
    • 276
    • Carle, A.C. (2009), "Fitting Multilevel Models in Complex Survey Data with DesignWeights: Recommendations," BMC Medical Research Methodology, available online at http://www.biomedcentral.com/1471-2288/9/49. 276
    • (2009) BMC Medical Research Methodology
    • Carle, A.C.1
  • 11
    • 33846148245 scopus 로고    scopus 로고
    • Extending the Linear Model with R: Generalized Linear
    • New York: Chapman and Hall/CRC Press. 274
    • Faraway, J.J. (2005), Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models, New York: Chapman and Hall/CRC Press. 274.
    • (2005) Mixed Effects and Nonparametric Regression Models
    • Faraway, J.J.1
  • 14
    • 0001067751 scopus 로고
    • General Class of Covariance Structures for Two or More Repeated Factors in Longitudinal Data Analysis
    • 276
    • Galecki, A.T. (1994), "General Class of Covariance Structures for Two or More Repeated Factors in Longitudinal Data Analysis," Communications in Statistics: Theory and Methods, 23, 3105. 276
    • (1994) Communications In Statistics: Theory and Methods , vol.23 , pp. 3105
    • Galecki, A.T.1
  • 15
    • 49449108749 scopus 로고    scopus 로고
    • Struggles With Survey Weighting and Regression Modeling
    • 276, 277
    • Gelman, A. (2007), "Struggles With Survey Weighting and Regression Modeling," Statistical Science, 22, 153-164. 276, 277
    • (2007) Statistical Science , vol.22 , pp. 153-164
    • Gelman, A.1
  • 19
    • 0030152366 scopus 로고    scopus 로고
    • MIXREG: A Computer Program for Mixed-Effects Regression Analysis with Autocorrelated Errors
    • 276
    • Hedeker, D., and Gibbons, R.D. (1996), "MIXREG: A Computer Program for Mixed-Effects Regression Analysis with Autocorrelated Errors," Computer Methods and Programs in Biomedicine, 49, 229-252. 276.
    • (1996) Computer Methods and Programs In Biomedicine , vol.49 , pp. 229-252
    • Hedeker, D.1    Gibbons, R.D.2
  • 23
    • 0030880605 scopus 로고    scopus 로고
    • Small Sample Inference for Fixed Effects from Restricted Maximum Likelihood
    • 277
    • Kenward, M. G., and Roger, J.H. (1997), "Small Sample Inference for Fixed Effects from Restricted Maximum Likelihood," Biometrics, 53, 983-997. 277
    • (1997) Biometrics , vol.53 , pp. 983-997
    • Kenward, M.G.1    Roger, J.H.2
  • 26
    • 84995346800 scopus 로고    scopus 로고
    • Growth Mixture Modeling: Analysis with non-Gaussian Random Effects
    • eds. G. Fitzmaurice, M. Davidian, G. Verbeke, and G. Molenberghs, Boca Raton, FL: CRC Press,pp, 276
    • Muthén, B., and Asparouhov, T. (2009a), "Growth Mixture Modeling: Analysis with non-Gaussian Random Effects," in Longitudinal Data Analysis, eds. G. Fitzmaurice, M. Davidian, G. Verbeke, and G. Molenberghs, Boca Raton, FL: CRC Press,pp. 143-165. 276
    • (2009) Longitudinal Data Analysis , pp. 143-165
    • Muthén, B.1    Asparouhov, T.2
  • 33
    • 84856063854 scopus 로고    scopus 로고
    • a Vignette downloaded from, 276
    • Ronnegard, L., Shen, X., and Alam, M. (2011), "The hglm Package," a Vignette downloaded from http://cran.r-project.org/web/packages/hglm/vignettes/hglm.pdf. 276
    • (2011) The Hglm Package
    • Ronnegard, L.1    Shen, X.2    Alam, M.3
  • 34
    • 84856063851 scopus 로고    scopus 로고
    • Proceedings of the Twenty-Ninth Annual SAS Users Group International Conference, Paper, 189-29 Cary, NC: SAS Institute. 279
    • Schabenberger, O. (2004), "Mixed Model Influence Diagnostics," in Proceedings of the Twenty-Ninth Annual SAS Users Group International Conference, Paper 189-29, Cary, NC: SAS Institute. 279
    • (2004) Mixed Model Influence Diagnostics
    • Schabenberger, O.1
  • 40
    • 70349173671 scopus 로고    scopus 로고
    • Analyzing Longitudinal Data with the Linear Mixed Models Procedure in SPSS
    • 274
    • West, B.T. (2009), "Analyzing Longitudinal Data with the Linear Mixed Models Procedure in SPSS," Evaluation and the Health Professions, 32, 207-228. 274
    • (2009) Evaluation and The Health Professions , vol.32 , pp. 207-228
    • West, B.T.1
  • 42
    • 33947520582 scopus 로고    scopus 로고
    • Influence Diagnostics for Linear Mixed Models
    • 279
    • Zewotir, T., and Galpin, J.S. (2005), "Influence Diagnostics for Linear Mixed Models," Journal of Data Science, 3, 153-177. 279
    • (2005) Journal of Data Science , vol.3 , pp. 153-177
    • Zewotir, T.1    Galpin, J.S.2
  • 43
    • 79951635145 scopus 로고    scopus 로고
    • Variance Component Testing in Generalized Linear Mixed Models for Longitudinal/Clustered Data and other Related Topics
    • ed. D. B. Dunson, Berlin: Springer Lecture Notes in Statistics, 278
    • Zhang, D., and Lin, X. (2008), "Variance Component Testing in Generalized Linear Mixed Models for Longitudinal/Clustered Data and other Related Topics," Chapter 2 in Random Effect and Latent Variable Model Selection, ed. D. B. Dunson, Berlin: Springer Lecture Notes in Statistics, 192. 278
    • (2008) Chapter 2 In Random Effect and Latent Variable Model Selection , pp. 192
    • Zhang, D.1    Lin, X.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.