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Volumn 46, Issue 5, 2009, Pages 1018-1025

Regression modelling of correlated data in ecology: Subject-specific and population averaged response patterns

Author keywords

Conditional model; Generalized estimating equations; Generalized linear mixed models; Marginal model; Mixed effects; Random effects; Sandwich estimators

Indexed keywords

ECOLOGICAL APPROACH; ECOLOGICAL MODELING; EQUATION; NUMERICAL MODEL; POPULATION ECOLOGY; REGRESSION ANALYSIS; WILDLIFE MANAGEMENT;

EID: 70349682578     PISSN: 00218901     EISSN: 13652664     Source Type: Journal    
DOI: 10.1111/j.1365-2664.2009.01692.x     Document Type: Article
Times cited : (63)

References (41)
  • 1
    • 39549116366 scopus 로고    scopus 로고
    • Estimating space-use and habitat preference from wildlife telemetry data
    • Aarts, G., MacKenzie, M., McConnell, B., Fedak, M. Matthiopoulos, J. (2008) Estimating space-use and habitat preference from wildlife telemetry data. Ecography, 31, 140 160.
    • (2008) Ecography , vol.31 , pp. 140-160
    • Aarts, G.1    MacKenzie, M.2    McConnell, B.3    Fedak, M.4    Matthiopoulos, J.5
  • 2
    • 33644851650 scopus 로고    scopus 로고
    • Doubly robust estimation in missing data and causal inference models
    • Bang, H. Robins, J.M. (2005) Doubly robust estimation in missing data and causal inference models. Biometrics, 61, 962 972.
    • (2005) Biometrics , vol.61 , pp. 962-972
    • Bang, H.1    Robins, J.M.2
  • 5
    • 11944264347 scopus 로고    scopus 로고
    • Phylogenetic comparative analyses: A modeling approach for adaptive evolution
    • Butler, M.A. King, A.A. (2004) Phylogenetic comparative analyses: a modeling approach for adaptive evolution. The American Naturalist, 164, 683 695.
    • (2004) The American Naturalist , vol.164 , pp. 683-695
    • Butler, M.A.1    King, A.A.2
  • 6
    • 0000429149 scopus 로고
    • Modelling multivariate binary data with alternating logistic regressions
    • Carey, V., Zeger, S.L. Diggle, P. (1993) Modelling multivariate binary data with alternating logistic regressions. Biometrika, 80, 517 526.
    • (1993) Biometrika , vol.80 , pp. 517-526
    • Carey, V.1    Zeger, S.L.2    Diggle, P.3
  • 7
    • 34248343418 scopus 로고    scopus 로고
    • Choosing marginal or random-effects models for longitudinal binary responses: Application to self-reported disability among older persons
    • Carriere, I. Bouyer, J. (2002) Choosing marginal or random-effects models for longitudinal binary responses: application to self-reported disability among older persons. BMC Medical Research Technology, 2, 15.
    • (2002) BMC Medical Research Technology , vol.2 , pp. 15
    • Carriere, I.1    Bouyer, J.2
  • 8
    • 4444253733 scopus 로고    scopus 로고
    • RE: "detecting patterns of occupational illness clustering with alternating logistic regressions applied to longitudinal data"
    • Chaix, B., Bobashev, G., Merlo, J. Chauvin, P. (2004) RE: "detecting patterns of occupational illness clustering with alternating logistic regressions applied to longitudinal data". American Journal of Epidemiology, 160, 505 506.
    • (2004) American Journal of Epidemiology , vol.160 , pp. 505-506
    • Chaix, B.1    Bobashev, G.2    Merlo, J.3    Chauvin, P.4
  • 9
    • 0036150059 scopus 로고    scopus 로고
    • Occam's shadow: Levels of analysis in evolutionary ecology - Where to next?
    • Cooch, E.G., Cam, E. Link, W. (2002) Occam's shadow: levels of analysis in evolutionary ecology - where to next? Journal of Applied Statistics, 29, 19 48.
    • (2002) Journal of Applied Statistics , vol.29 , pp. 19-48
    • Cooch, E.G.1    Cam, E.2    Link, W.3
  • 12
    • 0036920097 scopus 로고    scopus 로고
    • Phylogenetic analysis and comparative data: A test and review of evidence
    • Freckleton, R.P., Harvey, P.H. Pagel, M. (2002) Phylogenetic analysis and comparative data: a test and review of evidence. The American Naturalist, 160, 712 726.
    • (2002) The American Naturalist , vol.160 , pp. 712-726
    • Freckleton, R.P.1    Harvey, P.H.2    Pagel, M.3
  • 14
    • 0032887209 scopus 로고    scopus 로고
    • Marginally specified logistic-normal models for longitudinal binary data
    • Heagerty, P.J. (1999) Marginally specified logistic-normal models for longitudinal binary data. Biometrics, 55, 688 698.
    • (1999) Biometrics , vol.55 , pp. 688-698
    • Heagerty, P.J.1
  • 15
    • 0000024102 scopus 로고    scopus 로고
    • Misspecified maximum likelihood estimates and generalised linear mixed models
    • Heagerty, P.J. Kurland, B.F. (2001) Misspecified maximum likelihood estimates and generalised linear mixed models. Biometrika, 88, 973 985.
    • (2001) Biometrika , vol.88 , pp. 973-985
    • Heagerty, P.J.1    Kurland, B.F.2
  • 16
    • 0032334233 scopus 로고    scopus 로고
    • Lorelogram: A regression approach to exploring dependence in longitudinal categorical responses
    • Heagerty, P.J. Zeger, S.L. (1998) Lorelogram: a regression approach to exploring dependence in longitudinal categorical responses. Journal of the American Statistical Association, 93, 150 162.
    • (1998) Journal of the American Statistical Association , vol.93 , pp. 150-162
    • Heagerty, P.J.1    Zeger, S.L.2
  • 17
    • 42949083633 scopus 로고    scopus 로고
    • Modelling wildlife-human relationships for social species with mixed-effects resource selection models
    • Hebblewhite, M. Merrill, E.H. (2008) Modelling wildlife-human relationships for social species with mixed-effects resource selection models. Journal of Applied Ecology, 45, 834 844.
    • (2008) Journal of Applied Ecology , vol.45 , pp. 834-844
    • Hebblewhite, M.1    Merrill, E.H.2
  • 19
    • 33645107416 scopus 로고    scopus 로고
    • Statistics for correlated data: Phylogenies, space, and time
    • Ives, A.R. Zhu, J. (2006) Statistics for correlated data: phylogenies, space, and time. Ecological Applications, 16, 20 32.
    • (2006) Ecological Applications , vol.16 , pp. 20-32
    • Ives, A.R.1    Zhu, J.2
  • 20
    • 11144221188 scopus 로고    scopus 로고
    • Appropriate assessment of neighborhood effects on individual health: Integrating random and fixed effects in multilevel logistic regression
    • Larsen, K. Merlo, J. (2005) Appropriate assessment of neighborhood effects on individual health: integrating random and fixed effects in multilevel logistic regression. American Journal of Epidemiology, 161, 81 88.
    • (2005) American Journal of Epidemiology , vol.161 , pp. 81-88
    • Larsen, K.1    Merlo, J.2
  • 21
    • 14544302160 scopus 로고    scopus 로고
    • Conditional and marginal models: Another view
    • Lee, Y. Nelder, J.A. (2004) Conditional and marginal models: another view. Statistical Science, 19, 219 238.
    • (2004) Statistical Science , vol.19 , pp. 219-238
    • Lee, Y.1    Nelder, J.A.2
  • 22
    • 77649173768 scopus 로고
    • Longitudinal data analysis using generalized linear models
    • Liang, K.-Y. Zeger, S.L. (1986) Longitudinal data analysis using generalized linear models. Biometrika, 73, 13 22.
    • (1986) Biometrika , vol.73 , pp. 13-22
    • Liang, K.-Y.1    Zeger, S.L.2
  • 24
    • 0002512643 scopus 로고
    • A comparison of cluster-specific and population-averaged approaches for analyzing correlated data
    • Neuhaus, J.M., Kalbfleish, J.D. Hauck, W.W. (1991) A comparison of cluster-specific and population-averaged approaches for analyzing correlated data. International Statistical Review, 59, 25 35.
    • (1991) International Statistical Review , vol.59 , pp. 25-35
    • Neuhaus, J.M.1    Kalbfleish, J.D.2    Hauck, W.W.3
  • 25
    • 43949140895 scopus 로고    scopus 로고
    • Measuring senescence in wild animal populations: Towards a longitudinal approach
    • Nussey, D.H., Coulson, T., Festa-Bianchet, M. Gaillard, J.-M. (2008) Measuring senescence in wild animal populations: towards a longitudinal approach. Functional Ecology, 22, 393 406.
    • (2008) Functional Ecology , vol.22 , pp. 393-406
    • Nussey, D.H.1    Coulson, T.2    Festa-Bianchet, M.3    Gaillard, J.-M.4
  • 29
    • 0041509045 scopus 로고    scopus 로고
    • Detecting patterns of occupational illness clustering with alternating logistic regressions applied to longitudinal data
    • Preisser, J.S., Arcury, T.A. Quandt, S.A. (2003) Detecting patterns of occupational illness clustering with alternating logistic regressions applied to longitudinal data. American Journal of Epidemiology, 158, 495 501.
    • (2003) American Journal of Epidemiology , vol.158 , pp. 495-501
    • Preisser, J.S.1    Arcury, T.A.2    Quandt, S.A.3
  • 30
    • 35748932852 scopus 로고    scopus 로고
    • R Development Core Team. R Foundation for Statistical Computing, Version 2.6.2. Vienna, Austria. Available at. accessed 29 June 2009.
    • R Development Core Team (2007) R: a language and environment for statistical computing. R Foundation for Statistical Computing, Version 2.6.2, Vienna, Austria. Available at: http://www.R-project.org accessed 29 June 2009.
    • (2007) R: A Language and Environment for Statistical Computing
  • 32
    • 4344671893 scopus 로고    scopus 로고
    • Equivalence of conditional and marginal regression models for clustered and longitudinal data
    • Ritz, J. Spiegelman, D. (2004) Equivalence of conditional and marginal regression models for clustered and longitudinal data. Statistical Methods in Medical Research, 13, 309 323.
    • (2004) Statistical Methods in Medical Research , vol.13 , pp. 309-323
    • Ritz, J.1    Spiegelman, D.2
  • 33
    • 84950421496 scopus 로고
    • Analysis of semiparametric regression-models for repeated outcomes in the presence of missing data
    • Robins, J.M., Rotnitzky, A. Zhao, L.P. (1995) Analysis of semiparametric regression-models for repeated outcomes in the presence of missing data. Journal of the American Statistical Association, 90, 106 121.
    • (1995) Journal of the American Statistical Association , vol.90 , pp. 106-121
    • Robins, J.M.1    Rotnitzky, A.2    Zhao, L.P.3
  • 36
    • 34547672813 scopus 로고    scopus 로고
    • Marginalized models for moderate to long series of longitudinal binary response data
    • Schildcrout, J.S. Heagerty, P.J. (2007) Marginalized models for moderate to long series of longitudinal binary response data. Biometrics, 63, 322 331.
    • (2007) Biometrics , vol.63 , pp. 322-331
    • Schildcrout, J.S.1    Heagerty, P.J.2
  • 37
    • 0021730579 scopus 로고
    • Random-effects models for serial observations with binary response
    • Stiratelli, R., Laird, N. Ware, J.H. (1984) Random-effects models for serial observations with binary response. Biometrics, 40, 961 971.
    • (1984) Biometrics , vol.40 , pp. 961-971
    • Stiratelli, R.1    Laird, N.2    Ware, J.H.3
  • 38
    • 34247505532 scopus 로고    scopus 로고
    • Comparison of subject-specific and population averaged models for count data from cluster-unit intervention trials
    • Young, M.L., Preisser, J.S., Qaqish, B.F. Wolfson, M. (2007) Comparison of subject-specific and population averaged models for count data from cluster-unit intervention trials. Statistical Methods in Medical Research, 16, 167 184.
    • (2007) Statistical Methods in Medical Research , vol.16 , pp. 167-184
    • Young, M.L.1    Preisser, J.S.2    Qaqish, B.F.3    Wolfson, M.4
  • 39
    • 0024205301 scopus 로고
    • Models for longitudinal data: A generalized estimating equation approach
    • Zeger, S.L., Liang, K.-Y. Albert, P.S. (1988) Models for longitudinal data: a generalized estimating equation approach. Biometrics, 44, 1049 1060.
    • (1988) Biometrics , vol.44 , pp. 1049-1060
    • Zeger, S.L.1    Liang, K.-Y.2    Albert, P.S.3
  • 40
    • 2342567064 scopus 로고    scopus 로고
    • Does mallard clutch size vary with landscape composition: A different view
    • Zicus, M.C., Fieberg, J. Rave, D.P. (2003) Does mallard clutch size vary with landscape composition: a different view. Wilson Bulletin, 115, 409 413.
    • (2003) Wilson Bulletin , vol.115 , pp. 409-413
    • Zicus, M.C.1    Fieberg, J.2    Rave, D.P.3


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.