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Volumn 7, Issue , 2012, Pages

Potential of GLMM in modelling invasive spread

Author keywords

Convergence; Invasive species; Mixed effects models; Model validation; Review; Zero heavy data

Indexed keywords


EID: 84863847757     PISSN: None     EISSN: 17498848     Source Type: Journal    
DOI: 10.1079/PAVSNNR20127016     Document Type: Review
Times cited : (22)

References (47)
  • 1
    • 67650700769 scopus 로고    scopus 로고
    • How to make models add up - A primer on GLMMs
    • O'Hara RB. How to make models add up - a primer on GLMMs. Annales Zoologici Fennici 2009;46:124-37.
    • (2009) Annales Zoologici Fennici , vol.46 , pp. 124-137
    • O'Hara, R.B.1
  • 2
    • 84972496336 scopus 로고
    • That BLUP is a good thing: The estimation of random effects
    • Robinson GK. That BLUP is a good thing: The estimation of random effects. Statistical Science 1991;6:15-32.
    • (1991) Statistical Science , vol.6 , pp. 15-32
    • Robinson, G.K.1
  • 5
    • 0026821975 scopus 로고
    • Zero-inflated Poisson regression, with an application to defects in manufacturing
    • Lambert D. Zero-inflated Poisson regression, with an application to defects in manufacturing. Technometrics 1992;34:1-14.
    • (1992) Technometrics , vol.34 , pp. 1-14
    • Lambert, D.1
  • 6
    • 0030515629 scopus 로고    scopus 로고
    • Modelling the abundance of rare species: Statistical models for counts with extra zeros
    • Welsh AH, Cunningham RB, Donelly CF, Lindenmayer DB. Modelling the abundance of rare species: statistical models for counts with extra zeros. Ecological Modelling 1996;88:297-308.
    • (1996) Ecological Modelling , vol.88 , pp. 297-308
    • Welsh, A.H.1    Cunningham, R.B.2    Donelly, C.F.3    Lindenmayer, D.B.4
  • 9
    • 0000175291 scopus 로고
    • Estimation of relationships for limited dependent variables
    • Tobin J. Estimation of relationships for limited dependent variables. Econometrica 1958;26:24-36.
    • (1958) Econometrica , vol.26 , pp. 24-36
    • Tobin, J.1
  • 13
    • 0002517089 scopus 로고    scopus 로고
    • Introducing Markov chain Monte Carlo
    • Gilks WR, Richardson S, Spiegelhalter DJ, editors, Chapman and Hall, Boca Raton, USA
    • Gilks WR, Richardson S, Spiegelhalter DJ. Introducing Markov chain Monte Carlo. In: Gilks WR, Richardson S, Spiegelhalter DJ, editors. Markov Chain Monte Carlo in Practice. Chapman and Hall, Boca Raton, USA; 1996. p. 1-19.
    • (1996) Markov Chain Monte Carlo in Practice , pp. 1-19
    • Gilks, W.R.1    Richardson, S.2    Spiegelhalter, D.J.3
  • 15
  • 16
    • 0030880605 scopus 로고    scopus 로고
    • Small sample inference for fixed effects from restricted maximum likelihood
    • DOI 10.2307/2533558
    • Kenward MG, Roger JH. Small sample inference for fixed effects from restricted likelihood. Biometrics 1997;53:983-97. (Pubitemid 27391027)
    • (1997) Biometrics , vol.53 , Issue.3 , pp. 983-997
    • Kenward, M.G.1    Roger, J.H.2
  • 20
    • 0032416717 scopus 로고    scopus 로고
    • Likelihood ratio testing of variance components in the linear mixed- effects model using restricted maximum likelihood
    • DOI 10.2307/2533680
    • Morrell CH. Likelihood ratio testing of variance components in the linear mixed-effects model using restricted maximum likelihood. Biometrics 1998;54:1560-8. (Pubitemid 29018637)
    • (1998) Biometrics , vol.54 , Issue.4 , pp. 1560-1568
    • Morrell, C.H.1
  • 21
    • 84907319426 scopus 로고
    • Asymptotic properties of maximum likelihood estimators and likelihood ratio tests under nonstandard conditions
    • Self SG, Liang KY. Asymptotic properties of maximum likelihood estimators and likelihood ratio tests under nonstandard conditions. Journal of the American Statistical Association 1987;398:605-10.
    • (1987) Journal of the American Statistical Association , vol.398 , pp. 605-610
    • Self, S.G.1    Liang, K.Y.2
  • 22
    • 33846889740 scopus 로고    scopus 로고
    • Likelihood ratio, score, and Wald tests in a constrained parameter space
    • Molenberghs G, Verbeke G. Likelihood ratio, score, and Wald tests in a constrained parameter space. American Statistician 2007;61:22-7.
    • (2007) American Statistician , vol.61 , pp. 22-27
    • Molenberghs, G.1    Verbeke, G.2
  • 24
  • 27
    • 1242296549 scopus 로고    scopus 로고
    • Model selection in ecology and evolution
    • DOI 10.1016/j.tree.2003.10.013
    • Johnson JB, Omland KS. Model selection in ecology and evolution. Trends in Ecology and Evolution 2004;19:101-8. (Pubitemid 38105895)
    • (2004) Trends in Ecology and Evolution , vol.19 , Issue.2 , pp. 101-108
    • Johnson, J.B.1    Omland, K.S.2
  • 29
    • 21644476631 scopus 로고    scopus 로고
    • Conditional Akaike information for mixed-effects models
    • DOI 10.1093/biomet/92.2.351
    • Vaida F, Blanchard S. Conditional Akaike information for mixed-effects models. Biometrika 2005;92:351-70. (Pubitemid 40937640)
    • (2005) Biometrika , vol.92 , Issue.2 , pp. 351-370
    • Vaida, F.1    Blanchard, S.2
  • 31
    • 19944393621 scopus 로고    scopus 로고
    • Bayesian ranking of sites for engineering safety improvements: Decision parameter, treatability concept, statistical criterion, and spatial dependence
    • DOI 10.1016/j.aap.2005.03.012, PII S0001457505000497
    • Miaou SP, Song JJ. Bayesian ranking of sites for engineering safety improvements: decision parameter, treatability concept, statistical criterion, and spatial dependence. Accident Analysis and Prevention 2005;37:699-720. (Pubitemid 40753442)
    • (2005) Accident Analysis and Prevention , vol.37 , Issue.4 , pp. 699-720
    • Miaou, S.-P.1    Song, J.J.2
  • 34
    • 4043165629 scopus 로고    scopus 로고
    • Goodness-of-fit tests for mixed models
    • Ritz C. Goodness-of-fit tests for mixed models. Scandinavian Journal of Statistics 2004;31:443-58. (Pubitemid 39057677)
    • (2004) Scandinavian Journal of Statistics , vol.31 , Issue.3 , pp. 443-458
    • Ritz, C.1
  • 36
    • 0036191616 scopus 로고    scopus 로고
    • Model-checking techniques based on cumulative residuals
    • Lin DY, Wei LJ, Ying Z. Model-checking techniques based on cumulative residuals. Biometrics 2002;58:1-12. (Pubitemid 34194482)
    • (2002) Biometrics , vol.58 , Issue.1 , pp. 1-12
    • Lin, D.Y.1    Wei, L.J.2    Ying, Z.3
  • 37
    • 77649173768 scopus 로고
    • Longitudinal data analysis using generalized linear models
    • Liang KY, Zeger SL. Longitudinal data analysis using generalized linear models. Biometrika 1986;72:13-22.
    • (1986) Biometrika , vol.72 , pp. 13-22
    • Liang, K.Y.1    Zeger, S.L.2
  • 38
    • 33750983014 scopus 로고    scopus 로고
    • A simulation-based goodness-of-fit test for random effects in generalized linear mixed models
    • DOI 10.1111/j.1467-9469.2006.00504.x
    • Waagepetersen R. A simulation-based goodness-of-fit test for random effects in generalized linear mixed models. Scandinavian Journal of Statistics 2006;33:721-31. (Pubitemid 44748184)
    • (2006) Scandinavian Journal of Statistics , vol.33 , Issue.4 , pp. 721-731
    • Waagepetersen, R.1
  • 40
    • 69449104156 scopus 로고    scopus 로고
    • Climate alters response of an endemic island plant to removal of invasive herbivores
    • McEachern AK, Thomson DM, Chess KA. Climate alters response of an endemic island plant to removal of invasive herbivores. Ecological Applications 2009;19:1574-84.
    • (2009) Ecological Applications , vol.19 , pp. 1574-1584
    • McEachern, A.K.1    Thomson, D.M.2    Chess, K.A.3
  • 41
    • 77957967354 scopus 로고    scopus 로고
    • Comparison of life-history traits between invasive and native populations of purple loosestrife (Lythrum salicaria) using nonlinear mixed effects model
    • Chun YJ, Kim CG, Moloney KA. Comparison of life-history traits between invasive and native populations of purple loosestrife (Lythrum salicaria) using nonlinear mixed effects model. Aquatic Botany 2010;93:221-6.
    • (2010) Aquatic Botany , vol.93 , pp. 221-226
    • Chun, Y.J.1    Kim, C.G.2    Moloney, K.A.3
  • 42
    • 77956877680 scopus 로고    scopus 로고
    • Exotic vs. native plant dominance over 20 years of old-field succession on set-aside farmland in Argentina
    • Tognetti PM, Chaneton EJ, Omacini M, Trebino HJ, Leon R J C. Exotic vs. native plant dominance over 20 years of old-field succession on set-aside farmland in Argentina. Biological Conservation 2010;143:2494-503.
    • (2010) Biological Conservation , vol.143 , pp. 2494-2503
    • Tognetti, P.M.1    Chaneton, E.J.2    Omacini, M.3    Trebino, H.J.4    Leon, R.J.C.5
  • 44
    • 34548407838 scopus 로고    scopus 로고
    • Analyzing spatial autocorrelation in species distributions using Gaussian and logit models
    • DOI 10.1016/j.ecolmodel.2007.04.024, PII S0304380007002566
    • Carl G, Kuhn I. Analyzing spatial autocorrelation in species distributions using Gaussian and logit models. Ecological Modelling 2007;207(2-4):159-70. (Pubitemid 47362481)
    • (2007) Ecological Modelling , vol.207 , Issue.2-4 , pp. 159-170
    • Carl, G.1    Kuhn, I.2
  • 46
    • 54849429659 scopus 로고    scopus 로고
    • Genetic variation in photosynthetic characteristics among invasive and native populations of reed canarygrass (Phalaris arundinacea)
    • Brodersen C, Lavergne S, Molofsky J. Genetic variation in photosynthetic characteristics among invasive and native populations of reed canarygrass (Phalaris arundinacea). Biological Invasions 2008;10:1317-25.
    • (2008) Biological Invasions , vol.10 , pp. 1317-1325
    • Brodersen, C.1    Lavergne, S.2    Molofsky, J.3
  • 47
    • 72949095314 scopus 로고    scopus 로고
    • Phenotypic divergence during the invasion of Phyla canescens in Australia and France: Evidence for selection driven evolution
    • Xu CY, Julien MH, Fatemi M, Girod C, Van Klinken RD, Gross CL, et al. Phenotypic divergence during the invasion of Phyla canescens in Australia and France: evidence for selection driven evolution. Ecology Letters 2010;13:32-44.
    • (2010) Ecology Letters , vol.13 , pp. 32-44
    • Xu, C.Y.1    Julien, M.H.2    Fatemi, M.3    Girod, C.4    Van Klinken, R.D.5    Gross, C.L.6


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.