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Volumn , Issue , 2013, Pages 465-484

Software for fitting multilevel models

Author keywords

[No Author keywords available]

Indexed keywords

MULTILEVEL MODEL;

EID: 84943792369     PISSN: None     EISSN: None     Source Type: Book    
DOI: 10.4135/9781446247600.n26     Document Type: Chapter
Times cited : (2)

References (113)
  • 4
    • 0000455701 scopus 로고
    • The NONMEM system
    • Beal, S. and Sheiner, L. [1980] 'The NONMEM system', American Statistician, 34: 118-19. doi:10.2307/2684123 http://dx.doi.org/10.2307/2684123
    • (1980) American Statistician , vol.34 , pp. 118-119
    • Beal, S.1    Sheiner, L.2
  • 7
    • 84949917761 scopus 로고    scopus 로고
    • XTVC: Stata module to compute confidence intervals for the variance component of random-intercept linear models
    • Boston College Department of Economics
    • Bottai, M. and Orsini, N. [2004] 'XTVC: Stata module to compute confidence intervals for the variance component of random-intercept linear models', Statistical Software Components, Boston College Department of Economics.
    • (2004) Statistical Software Components
    • Bottai, M.1    Orsini, N.2
  • 9
    • 4143139214 scopus 로고    scopus 로고
    • Centre for Multilevel Modeling, University of Bristol
    • Browne, W. [2009] MCMC Estimation in MLwiN, v2.13. Centre for Multilevel Modeling, University of Bristol.
    • (2009) MCMC Estimation in MLwiN, v2.13
    • Browne, W.1
  • 15
    • 68749114151 scopus 로고    scopus 로고
    • Fitting multilevel models in complex survey data with design weights: Recommendations
    • Carle, A. [2009] 'Fitting multilevel models in complex survey data with design weights: Recommendations', BMC Medical Research Methodology, 9: 49. doi:10.1186/1471-2288-9-49 http://dx.doi.org/10.1186/1471-2288-9-49
    • (2009) BMC Medical Research Methodology , vol.9 , pp. 49
    • Carle, A.1
  • 18
  • 20
    • 0010557129 scopus 로고    scopus 로고
    • Software for Multilevel Analysis
    • A.H. Leyland and H. Goldstein [eds],. New York: Wiley
    • de Leeuw, J. and Kreft, I. [2001] 'Software for Multilevel Analysis', in A.H. Leyland and H. Goldstein [eds], Multilevel Modeling of Health Statistics. New York: Wiley, 187-204.
    • (2001) Multilevel Modeling of Health Statistics , pp. 187-204
    • de Leeuw, J.1    Kreft, I.2
  • 21
  • 22
    • 0033243858 scopus 로고    scopus 로고
    • Convergence of a Stochastic Approximation Version of the EM Algorithm
    • Delyon, B., Lavielle, M., and Moulines, E. [1999] 'Convergence of a Stochastic Approximation Version of the EM Algorithm', Annals of Statistics, 27: 94-128. doi:10.1214/aos/1018031103 http://dx.doi.org/10.1214/aos/1018031103
    • (1999) Annals of Statistics , vol.27 , pp. 94-128
    • Delyon, B.1    Lavielle, M.2    Moulines, E.3
  • 25
    • 0001067751 scopus 로고
    • General Class of Covariance Structures for Two or More Repeated Factors in Longitudinal Data Analysis
    • Gałecki, A. [1994] 'General Class of Covariance Structures for Two or More Repeated Factors in Longitudinal Data Analysis', Communications in Statistics - Theory and Methods, 23: 3105-19.
    • (1994) Communications in Statistics - Theory and Methods , vol.23 , pp. 3105-3119
    • Gałecki, A.1
  • 26
    • 0032033209 scopus 로고    scopus 로고
    • NLMEM: A New SAS/IML Macro for Hierarchical Nonlinear Models
    • Gałecki, A. [1998] 'NLMEM: A New SAS/IML Macro for Hierarchical Nonlinear Models', Computer Methods and Programs in Biomedicine, 55: 207-16.
    • (1998) Computer Methods and Programs in Biomedicine , vol.55 , pp. 207-216
    • Gałecki, A.1
  • 27
    • 49449108749 scopus 로고    scopus 로고
    • Struggles With Survey Weighting and Regression Modeling
    • Gelman, A. [2007] 'Struggles With Survey Weighting and Regression Modeling', Statistical Science, 22: 153-64. doi:10.1214/088342306000000691 http://dx.doi.org/10.1214/088342306000000691
    • (2007) Statistical Science , vol.22 , pp. 153-164
    • Gelman, A.1
  • 31
    • 70350471314 scopus 로고
    • Multilevel Mixed Linear Model Analysis Using Iterative Generalized Least Squares
    • Goldstein, H. [1986] 'Multilevel Mixed Linear Model Analysis Using Iterative Generalized Least Squares', Biometrika, 73: 43-56. doi:10.1093/biomet/73.1.43 http://dx.doi.org/10.1093/biomet/73.1.43
    • (1986) Biometrika , vol.73 , pp. 43-56
    • Goldstein, H.1
  • 32
    • 77956891017 scopus 로고
    • Nonlinear Multilevel Models, With an Application to Discrete Response Data
    • Goldstein, H. [1991] 'Nonlinear Multilevel Models, With an Application to Discrete Response Data', Biometrika, 78: 45-51. doi:10.1093/biomet/78.1.45 http://dx.doi.org/10.1093/biomet/78.1.45
    • (1991) Biometrika , vol.78 , pp. 45-51
    • Goldstein, H.1
  • 36
    • 77749249761 scopus 로고    scopus 로고
    • MCMC Methods for Multi-Response Generalised Linear Mixed Models: The MCMCglmm R Package
    • Hadfield, J. [2010] 'MCMC Methods for Multi-Response Generalised Linear Mixed Models: The MCMCglmm R Package', Journal of Statistical Software, 33[2]: 1-22.
    • (2010) Journal of Statistical Software , vol.33 , Issue.2 , pp. 1-22
    • Hadfield, J.1
  • 38
    • 0002224606 scopus 로고    scopus 로고
    • MIXNO: A Computer Program for Mixed-Effects Nominal Logistic Regression
    • Hedeker, D. [1999] 'MIXNO: A Computer Program for Mixed-Effects Nominal Logistic Regression', Journal of Statistical Software, 4[5]: 1-92.
    • (1999) Journal of Statistical Software , vol.4 , Issue.5 , pp. 1-92
    • Hedeker, D.1
  • 39
    • 0030110906 scopus 로고    scopus 로고
    • MIXOR: A Computer Program for Mixed-Effects Ordinal Regression Analysis
    • Hedeker, D. and Gibbons, R. [1996a] 'MIXOR: A Computer Program for Mixed-Effects Ordinal Regression Analysis', Computer Methods and Programs in Biomedicine, 49: 157-76. doi:10.1016/0169-2607(96)01720-8 http://dx.doi.org/10.1016/0169-2607%2896%2901720-8
    • (1996) Computer Methods and Programs in Biomedicine , vol.49 , pp. 157-176
    • Hedeker, D.1    Gibbons, R.2
  • 40
    • 0030152366 scopus 로고    scopus 로고
    • MIXREG: A Computer Program for Mixed-Effects Regression Analysis With Autocorrelated Errors
    • Hedeker, D. and Gibbons, R. [1996b] 'MIXREG: A Computer Program for Mixed-Effects Regression Analysis With Autocorrelated Errors', Computer Methods and Programs in Biomedicine, 49: 229-52. doi:10.1016/0169-2607(96)01723-3 http://dx.doi.org/10.1016/0169-2607%2896%2901723-3
    • (1996) Computer Methods and Programs in Biomedicine , vol.49 , pp. 229-252
    • Hedeker, D.1    Gibbons, R.2
  • 42
  • 43
    • 1842788157 scopus 로고    scopus 로고
    • StOCNET: Software for the Statistical Analysis of Social Networks
    • Huisman, M. and Van Duijn, M. [2003] 'StOCNET: Software for the Statistical Analysis of Social Networks', Connections, 25: 7-26.
    • (2003) Connections , vol.25 , pp. 7-26
    • Huisman, M.1    Van Duijn, M.2
  • 44
    • 0022966316 scopus 로고
    • Unbalanced Repeated-Measures Models With Structured Covariance Matrices
    • Jennrich, R. and Schluchter, M. [1986] 'Unbalanced Repeated-Measures Models With Structured Covariance Matrices', Biometrics, 42: 805-20. doi:10.2307/2530695 http://dx.doi.org/10.2307/2530695
    • (1986) Biometrics , vol.42 , pp. 805-820
    • Jennrich, R.1    Schluchter, M.2
  • 46
    • 1542784576 scopus 로고    scopus 로고
    • Semiparametric Nonlinear Mixed-Effects Models and Their Applications
    • Ke, C. and Wang, Y. [2001] 'Semiparametric Nonlinear Mixed-Effects Models and Their Applications', Journal of the American Statistical Association, 96: 1272-98. doi:10.1198/016214501753381913 http://dx.doi.org/10.1198/016214501753381913
    • (2001) Journal of the American Statistical Association , vol.96 , pp. 1272-1298
    • Ke, C.1    Wang, Y.2
  • 47
    • 84953949729 scopus 로고
    • Review of Five Different Statistical Packages for Hierarchical Linear Regression: BMDP-5V, GEN-MOD, HLM, ML3 and VARCL
    • Kreft, I., de Leeuw, J., and van der Leeden, R. [1994] 'Review of Five Different Statistical Packages for Hierarchical Linear Regression: BMDP-5V, GEN-MOD, HLM, ML3 and VARCL', American Statistician, 48: 324-35.
    • (1994) American Statistician , vol.48 , pp. 324-335
    • Kreft, I.1    de Leeuw, J.2    Van der Leeden, R.3
  • 48
    • 84936016001 scopus 로고
    • Nonparametric Maximum Likelihood Estimation of a Mixing Distribution
    • Laird, N. [1978] 'Nonparametric Maximum Likelihood Estimation of a Mixing Distribution', Journal of the American Statistical Association, 73: 805-11. doi:10.1080/01621459.1978.10480103 http://dx.doi.org/10.1080/01621459.1978.10480103
    • (1978) Journal of the American Statistical Association , vol.73 , pp. 805-811
    • Laird, N.1
  • 49
    • 0020333131 scopus 로고
    • Random-Effects Models for Longitudinal Data
    • Laird, N. and Ware, J. [1982] 'Random-Effects Models for Longitudinal Data', Biometrics, 38: 963-74. doi:10.2307/2529876 http://dx.doi.org/10.2307/2529876
    • (1982) Biometrics , vol.38 , pp. 963-974
    • Laird, N.1    Ware, J.2
  • 52
    • 0012342630 scopus 로고    scopus 로고
    • Hierarchical Generalised Linear Models: A Synthesis of Generalised Linear Models, Random-Effect Models and Structured Dispersions
    • Lee, Y. and Nelder, J. [2001] 'Hierarchical Generalised Linear Models: A Synthesis of Generalised Linear Models, Random-Effect Models and Structured Dispersions', Biometrika, 88: 987-1006. doi:10.1093/biomet/88.4.987 http://dx.doi.org/10.1093/biomet/88.4.987
    • (2001) Biometrika , vol.88 , pp. 987-1006
    • Lee, Y.1    Nelder, J.2
  • 54
    • 0025170004 scopus 로고
    • Nonlinear Mixed Effects Models for Repeated Measures Data
    • Lindstrom, M. and Bates, D. [1990] 'Nonlinear Mixed Effects Models for Repeated Measures Data', Biometrics, 46: 673-87. doi:10.2307/2532087 http://dx.doi.org/10.2307/2532087
    • (1990) Biometrics , vol.46 , pp. 673-687
    • Lindstrom, M.1    Bates, D.2
  • 58
    • 0001303107 scopus 로고
    • A Note on Gauss-Hermite Quadrature
    • Liu, Q. and Pierce, D. [1994] 'A Note on Gauss-Hermite Quadrature', Biometrika, 81: 624-9.
    • (1994) Biometrika , vol.81 , pp. 624-629
    • Liu, Q.1    Pierce, D.2
  • 60
    • 0003896192 scopus 로고
    • Seattle: Statistics and Epidemiology Research Corporation
    • Mauritsen, R. [1990] EGRET Reference Manual. Seattle: Statistics and Epidemiology Research Corporation.
    • (1990) EGRET Reference Manual
    • Mauritsen, R.1
  • 65
    • 28244473354 scopus 로고    scopus 로고
    • Non-Linear Mixed Effects Modeling - From Methodology and Software Development to Driving Implementation in Drug Development Science
    • Pillai, G., Mentré, F., and Steimer, J. [2005] 'Non-Linear Mixed Effects Modeling - From Methodology and Software Development to Driving Implementation in Drug Development Science', Journal of Pharmacokinetics and Pharmacodynamics, 32: 161-83. doi:10.1007/s10928-005-0062-y http://dx.doi.org/10.1007/s10928-005-0062-y
    • (2005) Journal of Pharmacokinetics and Pharmacodynamics , vol.32 , pp. 161-183
    • Pillai, G.1    Mentré, F.2    Steimer, J.3
  • 66
    • 84946045727 scopus 로고
    • Approximations to the Log-Likelihood Function in the Nonlinear Mixed-Effects Model
    • Pinheiro, J. and Bates, D. [1995a] 'Approximations to the Log-Likelihood Function in the Nonlinear Mixed-Effects Model', Journal of Computational and Graphical Statistics, 4: 12-35.
    • (1995) Journal of Computational and Graphical Statistics , vol.4 , pp. 12-35
    • Pinheiro, J.1    Bates, D.2
  • 68
    • 21444460810 scopus 로고    scopus 로고
    • Unconstrained Parameterizations for Variance-Covariance Matrices
    • Pinheiro, J. and Bates, D. [1996] 'Unconstrained Parameterizations for Variance-Covariance Matrices', Statistics and Computing, 6: 289-96. doi:10.1007/BF00140873 http://dx.doi.org/10.1007/BF00140873
    • (1996) Statistics and Computing , vol.6 , pp. 289-296
    • Pinheiro, J.1    Bates, D.2
  • 76
    • 3142516464 scopus 로고    scopus 로고
    • Statistical Software Review: Mixed Models in SPSS
    • Rasbash, J. [2004] 'Statistical Software Review: Mixed Models in SPSS', British Journal of Mathematical and Statistical Psychology, 57: 189-90. doi:10.1348/000711004849312 http://dx.doi.org/10.1348/000711004849312
    • (2004) British Journal of Mathematical and Statistical Psychology , vol.57 , pp. 189-190
    • Rasbash, J.1
  • 81
    • 77950035264 scopus 로고    scopus 로고
    • Maximum Likelihood for Generalized Linear Models With Nested Random Effects Via High-Order, Multivariate Laplace Approximation
    • Raudenbush, S., Yang, M., and Yosef, M. [2000] 'Maximum Likelihood for Generalized Linear Models With Nested Random Effects Via High-Order, Multivariate Laplace Approximation', Journal of Computational and Graphical Statistics, 9: 141-57.
    • (2000) Journal of Computational and Graphical Statistics , vol.9 , pp. 141-157
    • Raudenbush, S.1    Yang, M.2    Yosef, M.3
  • 82
    • 77955157844 scopus 로고    scopus 로고
    • JM: An R Package for the Joint Modeling of Longitudinal and Time-to-Event Data
    • Rizopoulos, D. [2010] 'JM: An R Package for the Joint Modeling of Longitudinal and Time-to-Event Data', Journal of Statistical Software, 35[9], 1-33.
    • (2010) Journal of Statistical Software , vol.35 , Issue.9 , pp. 1-33
    • Rizopoulos, D.1
  • 84
    • 84880945680 scopus 로고    scopus 로고
    • Hglm: A Package for Fitting Hierarchical Generalized Linear Models
    • Rönnegård, L., Shen, X., and Alam, M. [2010] 'hglm: A Package for Fitting Hierarchical Generalized Linear Models', R Journal, 2[2]: 20-28.
    • (2010) R Journal , vol.2 , Issue.2 , pp. 20-28
    • Rönnegård, L.1    Shen, X.2    Alam, M.3
  • 85
    • 62849120031 scopus 로고    scopus 로고
    • Approximate Bayesian Inference for Latent Gaussian Models by Using Integrated Nested Laplace Approximations
    • Rue, H., Martino, S., and Chopin, N. [2009] 'Approximate Bayesian Inference for Latent Gaussian Models by Using Integrated Nested Laplace Approximations', Journal of the Royal Statistical Society. Series B [Statistical Methodology], 71: 319-92. doi:10.1111/j.1467-9868.2008.00700.x http://dx.doi.org/10.1111/j.1467-9868.2008.00700.x
    • (2009) Journal of the Royal Statistical Society. Series B [Statistical Methodology] , vol.71 , pp. 319-392
    • Rue, H.1    Martino, S.2    Chopin, N.3
  • 88
    • 34247242993 scopus 로고    scopus 로고
    • Mixed Model Influence Diagnostics. Paper 189-29, Users Group International [SUGI] Conference
    • Cary, NC: SAS Institute Inc
    • Schabenberger, O. [2004] 'Mixed Model Influence Diagnostics. Paper 189-29', in Proceedings of the Twenty-Ninth Annual SAS® Users Group International [SUGI] Conference. Cary, NC: SAS Institute Inc.
    • (2004) Proceedings of the Twenty-Ninth Annual SAS®
    • Schabenberger, O.1
  • 92
    • 84861401752 scopus 로고    scopus 로고
    • TripleR: An R Package for Social Relations Analyses Based on Round-Robin Designs
    • to appear
    • Schönbrodt, F., Back, M., and Schmukle, S. [2012] 'TripleR: An R Package for Social Relations Analyses Based on Round-Robin Designs', Behavior Research Methods, 44: to appear.
    • (2012) Behavior Research Methods , vol.44
    • Schönbrodt, F.1    Back, M.2    Schmukle, S.3
  • 93
    • 0015405814 scopus 로고
    • Modeling of Individual Pharmacokinetics for Computer-Aided Drug Dosage
    • Sheiner, L., Rosenberg, B., and Melmon, K. [1972] 'Modeling of Individual Pharmacokinetics for Computer-Aided Drug Dosage', Computers and Biomedical Research, 5: 441-59. doi:10.1016/0010-4809(72)90051-1 http://dx.doi.org/10.1016/0010-4809%2872%2990051-1
    • (1972) Computers and Biomedical Research , vol.5 , pp. 441-459
    • Sheiner, L.1    Rosenberg, B.2    Melmon, K.3
  • 99
    • 84949772237 scopus 로고    scopus 로고
    • Englewood Cliffs, NJ: Prentice Hall
    • SPSS Inc. [2010] SPSS 19.0 Advanced Models. Englewood Cliffs, NJ: Prentice Hall.
    • (2010) SPSS 19.0 Advanced Models
  • 100
    • 77950190750 scopus 로고    scopus 로고
    • College Station, TX: Stata Corporation
    • StataCorp [2009] Stata Statistical Software: Release 11. College Station, TX: Stata Corporation.
    • (2009) Stata Statistical Software: Release 11
  • 102
    • 84950871099 scopus 로고
    • Accurate Approximations for Posterior Moments and Marginal Densities
    • Tierney, L. and Kadane, J. [1986] 'Accurate Approximations for Posterior Moments and Marginal Densities', Journal of the American Statistical Association, 81: 82-6. doi:10.1080/01621459.1986.10478240 http://dx.doi.org/10.1080/01621459.1986.10478240
    • (1986) Journal of the American Statistical Association , vol.81 , pp. 82-86
    • Tierney, L.1    Kadane, J.2
  • 106
    • 0000569928 scopus 로고    scopus 로고
    • A Linear Mixed-Effects Model With Heterogeneity in the Random-Effects Population
    • Verbeke, G. and Lesaffre, E. [1996] 'A Linear Mixed-Effects Model With Heterogeneity in the Random-Effects Population', Journal of the American Statistical Association, 91: 217-21. doi:10.1080/01621459.1996.10476679 http://dx.doi.org/10.1080/01621459.1996.10476679
    • (1996) Journal of the American Statistical Association , vol.91 , pp. 217-221
    • Verbeke, G.1    Lesaffre, E.2
  • 109
    • 70349173671 scopus 로고    scopus 로고
    • Analyzing Longitudinal Data With the Linear Mixed Models Procedure in SPSS
    • West, B. [2009] 'Analyzing Longitudinal Data With the Linear Mixed Models Procedure in SPSS', Evaluation and the Health Professions, 32: 207-28. doi:10.1177/0163278709338554 http://dx.doi.org/10.1177/0163278709338554
    • (2009) Evaluation and the Health Professions , vol.32 , pp. 207-228
    • West, B.1
  • 110
    • 84856043269 scopus 로고    scopus 로고
    • An Overview of Current Software Procedures for Fitting Linear Mixed Models
    • West, B. and Gałecki, A. [2011] 'An Overview of Current Software Procedures for Fitting Linear Mixed Models', The American Statistician, 65: 274-82. doi:10.1198/tas.2011.11077 http://dx.doi.org/10.1198/tas.2011.11077
    • (2011) The American Statistician , vol.65 , pp. 274-282
    • West, B.1    Gałecki, A.2
  • 113
    • 84949346776 scopus 로고
    • Generalized Linear Mixed Models: A Pseudo-Likelihood Approach
    • Wolfinger, R. and O'Connell, M. [1993] 'Generalized Linear Mixed Models: A Pseudo-Likelihood Approach', Journal of Statistical Computation and Simulation, 48: 233-43. doi:10.1080/00949659308811554 http://dx.doi.org/10.1080/00949659308811554
    • (1993) Journal of Statistical Computation and Simulation , vol.48 , pp. 233-243
    • Wolfinger, R.1    O'Connell, M.2


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