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Volumn 6, Issue 1, 2015, Pages 27-37

Quantifying the predictability of behaviour: Statistical approaches for the study of between-individual variation in the within-individual variance

Author keywords

Animal personality; Behavioural consistency; Coefficient of variation; Dispersion models; Intra individual variability; Mixed models; Residual variance

Indexed keywords

ANIMALIA;

EID: 84921497834     PISSN: None     EISSN: 2041210X     Source Type: Journal    
DOI: 10.1111/2041-210X.12281     Document Type: Article
Times cited : (123)

References (54)
  • 1
    • 0040272870 scopus 로고
    • The measurement of individual consistency
    • Asendorpf, J.B. (1990) The measurement of individual consistency. Methodika, 4, 1-23.
    • (1990) Methodika , vol.4 , pp. 1-23
    • Asendorpf, J.B.1
  • 2
    • 0002067227 scopus 로고
    • Beyond stability: predicting inter-individual differences in intra-individual change
    • Asendorpf, J.B. (1992) Beyond stability: predicting inter-individual differences in intra-individual change. European Journal of Personality, 6, 103-117.
    • (1992) European Journal of Personality , vol.6 , pp. 103-117
    • Asendorpf, J.B.1
  • 4
    • 62149143356 scopus 로고    scopus 로고
    • The repeatability of behaviour: a meta-analysis
    • Bell, A.M., Hankison, S.J. & Laskowski, K.L. (2009) The repeatability of behaviour: a meta-analysis. Animal Behaviour, 77, 771-783.
    • (2009) Animal Behaviour , vol.77 , pp. 771-783
    • Bell, A.M.1    Hankison, S.J.2    Laskowski, K.L.3
  • 7
    • 84880154762 scopus 로고    scopus 로고
    • How does temperature affect behaviour? Multilevel analysis of plasticity, personality and predictability in hermit crabs
    • Briffa, M., Bridger, D. & Biro, P.A. (2013) How does temperature affect behaviour? Multilevel analysis of plasticity, personality and predictability in hermit crabs. Animal Behaviour, 86, 47-64.
    • (2013) Animal Behaviour , vol.86 , pp. 47-64
    • Briffa, M.1    Bridger, D.2    Biro, P.A.3
  • 9
    • 80054725362 scopus 로고    scopus 로고
    • Food supplements increase adult tarsus length, but not growth rate, in an island population of house sparrows (Passer domesticus)
    • Cleasby, I.R., Burke, T., Schroeder, J. & Nakagawa, S. (2011) Food supplements increase adult tarsus length, but not growth rate, in an island population of house sparrows (Passer domesticus). BMC Research Notes, 4, 431.
    • (2011) BMC Research Notes , vol.4 , pp. 431
    • Cleasby, I.R.1    Burke, T.2    Schroeder, J.3    Nakagawa, S.4
  • 11
    • 84872611398 scopus 로고    scopus 로고
    • Quantifying individual variation in behaviour: mixed-effect modelling approaches
    • Dingemanse, N.J. & Dochtermann, N.A. (2013) Quantifying individual variation in behaviour: mixed-effect modelling approaches. Journal of Animal Ecology, 82, 39-54.
    • (2013) Journal of Animal Ecology , vol.82 , pp. 39-54
    • Dingemanse, N.J.1    Dochtermann, N.A.2
  • 12
    • 84867671660 scopus 로고    scopus 로고
    • Defining behavioural syndromes and the role of 'syndrome deviation' in understanding their evolution
    • Dingemanse, N.J., Dochtermann, N.A. & Nakagawa, S. (2012) Defining behavioural syndromes and the role of 'syndrome deviation' in understanding their evolution. Behavioral Ecology & Sociobiology, 66, 1543-1548.
    • (2012) Behavioral Ecology & Sociobiology , vol.66 , pp. 1543-1548
    • Dingemanse, N.J.1    Dochtermann, N.A.2    Nakagawa, S.3
  • 13
    • 33747326883 scopus 로고    scopus 로고
    • Natural selection and animal personality
    • Dingemanse, N.J. & Réale, D. (2005) Natural selection and animal personality. Behaviour, 142, 9-10.
    • (2005) Behaviour , vol.142 , pp. 9-10
    • Dingemanse, N.J.1    Réale, D.2
  • 15
    • 84873457053 scopus 로고    scopus 로고
    • Estimation of breeding values for mean and dispersion, their variance and correlation using double hierarchical generalized linear models
    • Felleki, M., Lee, D., Lee, Y., Gilmour, A.R. & Rönnegård, L. (2012) Estimation of breeding values for mean and dispersion, their variance and correlation using double hierarchical generalized linear models. Genetics Research, 94, 307-317.
    • (2012) Genetics Research , vol.94 , pp. 307-317
    • Felleki, M.1    Lee, D.2    Lee, Y.3    Gilmour, A.R.4    Rönnegård, L.5
  • 19
    • 84971942664 scopus 로고
    • On selection among groups with heterogeneous variance
    • Hill, W.G. (1984) On selection among groups with heterogeneous variance. Animal Production, 39, 473-477.
    • (1984) Animal Production , vol.39 , pp. 473-477
    • Hill, W.G.1
  • 20
    • 79957468856 scopus 로고    scopus 로고
    • Genetic analysis of environmental variation
    • Hill, W.G. & Mulder, H. (2010) Genetic analysis of environmental variation. Genetics Research, 92, 381-395.
    • (2010) Genetics Research , vol.92 , pp. 381-395
    • Hill, W.G.1    Mulder, H.2
  • 21
    • 2942693695 scopus 로고    scopus 로고
    • Effects on phenotypic variability of directional selection arising through genetic differences in residual variability
    • Hill, W.G. & Zhang, X.S. (2004) Effects on phenotypic variability of directional selection arising through genetic differences in residual variability. Genetical Research, 83, 121-132.
    • (2004) Genetical Research , vol.83 , pp. 121-132
    • Hill, W.G.1    Zhang, X.S.2
  • 22
    • 65849104845 scopus 로고    scopus 로고
    • Multilevel models for examining individual differences in within-person variation and covariation over time
    • Hoffman, L. (2007) Multilevel models for examining individual differences in within-person variation and covariation over time. Multivariate Behavioral Research, 42, 609-629.
    • (2007) Multivariate Behavioral Research , vol.42 , pp. 609-629
    • Hoffman, L.1
  • 23
    • 0026540999 scopus 로고
    • Comparing evolvability and variability of quantitative traits
    • Houle, D. (1992) Comparing evolvability and variability of quantitative traits. Genetics, 130, 195-204.
    • (1992) Genetics , vol.130 , pp. 195-204
    • Houle, D.1
  • 24
    • 66849135396 scopus 로고    scopus 로고
    • Environmental sensitivity in relation to size and sex in birds: meta-regression analysis
    • Jones, K.S., Nakagawa, S. & Sheldon, B.C. (2009) Environmental sensitivity in relation to size and sex in birds: meta-regression analysis. The American Naturalist, 174, 122-133.
    • (2009) The American Naturalist , vol.174 , pp. 122-133
    • Jones, K.S.1    Nakagawa, S.2    Sheldon, B.C.3
  • 25
    • 11444259077 scopus 로고    scopus 로고
    • A general approach to mixed effects modeling of residual variances in generalized linear mixed models
    • Kizilkaya, K. & Tempelman, R.J. (2005) A general approach to mixed effects modeling of residual variances in generalized linear mixed models. Genetics, Selection, Evolution: GSE, 37, 1-26.
    • (2005) Genetics, Selection, Evolution: GSE , vol.37 , pp. 1-26
    • Kizilkaya, K.1    Tempelman, R.J.2
  • 27
    • 0037196202 scopus 로고    scopus 로고
    • Analysis of ulcer data using hierarchical generalized linear models
    • Lee, Y.J. & Nelder, J.A. (2002) Analysis of ulcer data using hierarchical generalized linear models. Statistics in Medicine, 21, 191-202.
    • (2002) Statistics in Medicine , vol.21 , pp. 191-202
    • Lee, Y.J.1    Nelder, J.A.2
  • 30
    • 0000286257 scopus 로고
    • Unrepeatable repeatabilities: a common mistake
    • Lessells, C.M. & Boag, P.T. (1987) Unrepeatable repeatabilities: a common mistake. The Auk, 104, 116-121.
    • (1987) The Auk , vol.104 , pp. 116-121
    • Lessells, C.M.1    Boag, P.T.2
  • 31
    • 0034978467 scopus 로고    scopus 로고
    • Log-normal distributions across the sciences: keys and clues
    • Limpert, E., Stahel, W.A. & Abbt, M. (2001) Log-normal distributions across the sciences: keys and clues. BioScience, 51, 341-352.
    • (2001) BioScience , vol.51 , pp. 341-352
    • Limpert, E.1    Stahel, W.A.2    Abbt, M.3
  • 32
    • 0006407254 scopus 로고    scopus 로고
    • WinBUGS - a Bayesian modelling framework: concepts, structure, and extensibility
    • Lunn, D.J., Thomas, A., Best, N. & Spiegelhalter, D. (2000) WinBUGS - a Bayesian modelling framework: concepts, structure, and extensibility. Statistics and Computing, 10, 325-337.
    • (2000) Statistics and Computing , vol.10 , pp. 325-337
    • Lunn, D.J.1    Thomas, A.2    Best, N.3    Spiegelhalter, D.4
  • 34
    • 78649987256 scopus 로고    scopus 로고
    • Contrasting patterns of individual specialization and trophic coupling in two marine apex predators
    • Matich, P., Heithaus, M.R. & Layman, C.A. (2011) Contrasting patterns of individual specialization and trophic coupling in two marine apex predators. Journal of Animal Ecology, 80, 294-305.
    • (2011) Journal of Animal Ecology , vol.80 , pp. 294-305
    • Matich, P.1    Heithaus, M.R.2    Layman, C.A.3
  • 35
    • 0000135659 scopus 로고    scopus 로고
    • Forming inferences about some intraclass correlation coefficients
    • McGraw, K.O. & Wong, S.P. (1996) Forming inferences about some intraclass correlation coefficients. Psychological Methods, 1, 30-46.
    • (1996) Psychological Methods , vol.1 , pp. 30-46
    • McGraw, K.O.1    Wong, S.P.2
  • 36
    • 77954751665 scopus 로고    scopus 로고
    • Repeatability for Gaussian and non-Gaussian data: a practical guide for biologists
    • Nakagawa, S. & Schielzeth, H. (2010) Repeatability for Gaussian and non-Gaussian data: a practical guide for biologists. Biological Reviews, 85, 935-956.
    • (2010) Biological Reviews , vol.85 , pp. 935-956
    • Nakagawa, S.1    Schielzeth, H.2
  • 39
    • 84859584761 scopus 로고    scopus 로고
    • Modelling individual differences in within-person variation of negative and positive affect in a mixed effects location scale model using BUGS/JAGS
    • Rast, P., Hofer, S.M. & Sparks, C. (2012) Modelling individual differences in within-person variation of negative and positive affect in a mixed effects location scale model using BUGS/JAGS. Multivariate Behavioral Research, 47, 177-200.
    • (2012) Multivariate Behavioral Research , vol.47 , pp. 177-200
    • Rast, P.1    Hofer, S.M.2    Sparks, C.3
  • 41
    • 84925610334 scopus 로고    scopus 로고
    • Personality and individual social specialisation
    • eds T. Székely, A.J. Moore & J. Komdeur). Cambridge University Press, New York, USA.
    • Réale, D. & Dingemanse, N.J. (2008) Personality and individual social specialisation. Social Behaviour: Genes, Ecology and Evolution (eds T. Székely, A.J. Moore & J. Komdeur ), pp. 417-441. Cambridge University Press, New York, USA.
    • (2008) Social Behaviour: Genes, Ecology and Evolution , pp. 417-441
    • Réale, D.1    Dingemanse, N.J.2
  • 43
    • 84880945680 scopus 로고    scopus 로고
    • hglm: a package for fitting hierarchical generalized linear models
    • Rönnegård, L., Shen, X. & Alam, M. (2010b) hglm: a package for fitting hierarchical generalized linear models. The R Journal, 2, 20-28.
    • (2010) The R Journal , vol.2 , pp. 20-28
    • Rönnegård, L.1    Shen, X.2    Alam, M.3
  • 44
    • 84858142433 scopus 로고    scopus 로고
    • Genetic heterogeneity of residual variance-estimation of variance components using double hierarchical generalized linear models
    • Rönnegård, L., Felleki, M., Fikse, F., Mulder, H.A. & Strandberg, E. (2010a) Genetic heterogeneity of residual variance-estimation of variance components using double hierarchical generalized linear models. Genetics, Selection, Evolution: GSE, 42, 8.
    • (2010) Genetics, Selection, Evolution: GSE , vol.42 , pp. 8
    • Rönnegård, L.1    Felleki, M.2    Fikse, F.3    Mulder, H.A.4    Strandberg, E.5
  • 45
    • 84875517825 scopus 로고    scopus 로고
    • Variance component and breeding value estimation for genetic heterogeneity of residual variance in Swedish Holstein dairy cattle
    • Rönnegård, L., Felleki, M., Fikse, W.F., Mulder, H.A. & Strandberg, E. (2013) Variance component and breeding value estimation for genetic heterogeneity of residual variance in Swedish Holstein dairy cattle. Journal of Dairy Science, 96, 2627-2636.
    • (2013) Journal of Dairy Science , vol.96 , pp. 2627-2636
    • Rönnegård, L.1    Felleki, M.2    Fikse, W.F.3    Mulder, H.A.4    Strandberg, E.5
  • 46
    • 0031770625 scopus 로고    scopus 로고
    • Prediction of the response to a selection for canalisation of a continuous trait in animal breeding
    • SanCristobal-Gaudy, M., Elsen, J.M., Bodin, L. & Chevalet, C. (1998) Prediction of the response to a selection for canalisation of a continuous trait in animal breeding. Genetics, Selection, Evolution: GSE, 30, 423-451.
    • (1998) Genetics, Selection, Evolution: GSE , vol.30 , pp. 423-451
    • SanCristobal-Gaudy, M.1    Elsen, J.M.2    Bodin, L.3    Chevalet, C.4
  • 47
    • 84872963304 scopus 로고    scopus 로고
    • Nested by design: model fitting and interpretation in a mixed model era
    • Schielzeth, H. & Nakagawa, S. (2013) Nested by design: model fitting and interpretation in a mixed model era. Methods in Ecology & Evolution, 4, 14-24.
    • (2013) Methods in Ecology & Evolution , vol.4 , pp. 14-24
    • Schielzeth, H.1    Nakagawa, S.2
  • 48
    • 2942742936 scopus 로고    scopus 로고
    • Behavioral syndromes: an ecological and evolutionary overview
    • Sih, A., Bell, A. & Johnson, J.C. (2004) Behavioral syndromes: an ecological and evolutionary overview. Trends in Ecology & Evolution, 19, 372-378.
    • (2004) Trends in Ecology & Evolution , vol.19 , pp. 372-378
    • Sih, A.1    Bell, A.2    Johnson, J.C.3
  • 49
    • 84885499276 scopus 로고    scopus 로고
    • Genetic heterogeneity of within-family variance of body weight in Atlantic salmon (Salmo salar)
    • Sonesson, A.K., Ødegård, J. & Rönnegård, L. (2013) Genetic heterogeneity of within-family variance of body weight in Atlantic salmon (Salmo salar). Genetics, Selection, Evolution: GSE, 45, 41.
    • (2013) Genetics, Selection, Evolution: GSE , vol.45 , pp. 41
    • Sonesson, A.K.1    Ødegård, J.2    Rönnegård, L.3
  • 50
    • 84861883018 scopus 로고    scopus 로고
    • Unpredictable animals: individual differences in intraindividual variability (IIV)
    • Stamps, J.A., Briffa, M. & Biro, P.A. (2012) Unpredictable animals: individual differences in intraindividual variability (IIV). Animal Behaviour, 83, 1325-1334.
    • (2012) Animal Behaviour , vol.83 , pp. 1325-1334
    • Stamps, J.A.1    Briffa, M.2    Biro, P.A.3
  • 51
    • 84858256299 scopus 로고    scopus 로고
    • 14th edn. VSN International, Hemel Hempstead, UK. Available at
    • VSN International (2011) GenStat for Windows, 14th edn. VSN International, Hemel Hempstead, UK. Available at: www.GenStat.co.uk.
    • (2011) GenStat for Windows
  • 52
    • 84875978610 scopus 로고    scopus 로고
    • Parental behavior exhibits among-individual variance, plasticity, and heterogeneous residual variance
    • Westneat, D.F., Schofield, M. & Wright, J. (2013) Parental behavior exhibits among-individual variance, plasticity, and heterogeneous residual variance. Behavioral Ecology, 24, 598-604.
    • (2013) Behavioral Ecology , vol.24 , pp. 598-604
    • Westneat, D.F.1    Schofield, M.2    Wright, J.3
  • 53
    • 84937162204 scopus 로고    scopus 로고
    • The biology hidden inside residual within-individual phenotypic variation
    • Westneat, D.F., Wright, J. & Dingemanse, N.J. (2014) The biology hidden inside residual within-individual phenotypic variation. Biological Reviews. doi:10.1111/brv.12131
    • (2014) Biological Reviews
    • Westneat, D.F.1    Wright, J.2    Dingemanse, N.J.3
  • 54
    • 79960994621 scopus 로고    scopus 로고
    • Analysis of a genetically structured variance heterogeneity model using the Box-Cox transformation
    • Yang, Y., Christensen, O.F. & Sorensen, D. (2011) Analysis of a genetically structured variance heterogeneity model using the Box-Cox transformation. Genetics Research, 93, 33-46.
    • (2011) Genetics Research , vol.93 , pp. 33-46
    • Yang, Y.1    Christensen, O.F.2    Sorensen, D.3


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