메뉴 건너뛰기




Volumn 86, Issue 10, 2003, Pages 3374-3385

Assessment of homogeneity vs. heterogeneity of residual variance in random regression test-day models in a bayesian analysis

Author keywords

Bayesian analysis; Heterogeneity of residual variance; Random regression test day models

Indexed keywords

ANALYSIS OF VARIANCE; ANIMAL; ARTICLE; BAYES THEOREM; CATTLE; COMPARATIVE STUDY; ENVIRONMENT; FEMALE; GENETICS; LACTATION; MATHEMATICS; PHYSIOLOGY; REGRESSION ANALYSIS; STATISTICAL MODEL;

EID: 3242875751     PISSN: 00220302     EISSN: None     Source Type: Journal    
DOI: 10.3168/jds.S0022-0302(03)73941-1     Document Type: Article
Times cited : (32)

References (35)
  • 1
    • 0001010762 scopus 로고
    • Accounting for covariances among test day milk yield in dairy cows
    • Ali, T. E., and L. R. Schaeffer. 1987. Accounting for covariances among test day milk yield in dairy cows. Can. J. Anim. Sci. 67:637-645.
    • (1987) Can. J. Anim. Sci. , vol.67 , pp. 637-645
    • Ali, T.E.1    Schaeffer, L.R.2
  • 2
    • 0034195922 scopus 로고    scopus 로고
    • Genetic modelling of daily milk yield using orthogonal polynomials and parametric curves
    • Brotherstone, S., I. M. S. White, and K. Meyer. 2000. Genetic modelling of daily milk yield using orthogonal polynomials and parametric curves. Anim. Sci. 70:407-415.
    • (2000) Anim. Sci. , vol.70 , pp. 407-415
    • Brotherstone, S.1    White, I.M.S.2    Meyer, K.3
  • 3
    • 0041974049 scopus 로고
    • Marginal likelihood from the Gibss output
    • Chib, S. 1995. Marginal likelihood from the Gibss output. J. Am. Statist. Ass. 90:1313-1321.
    • (1995) J. Am. Statist. Ass. , vol.90 , pp. 1313-1321
    • Chib, S.1
  • 5
    • 0031990947 scopus 로고    scopus 로고
    • Using coupling with the Gibbs sampler to assess convergence in animal models
    • García-Cortés, L. A., M. Rico, and E. Groeneveld. 1998. Using coupling with the Gibbs sampler to assess convergence in animal models. J. Anim. Sci. 76:441-447.
    • (1998) J. Anim. Sci. , vol.76 , pp. 441-447
    • García-Cortés, L.A.1    Rico, M.2    Groeneveld, E.3
  • 6
    • 0001803816 scopus 로고    scopus 로고
    • Model determination using sampling-based methods
    • W. R. Gilks, S. Richardson, and D. J. Spiegelhalter eds. Chapman and Hall, New York, NY
    • Gelfand, A. E. 1996. Model determination using sampling-based methods. Pages 145-161 in Markov Chain Montecarlo in Practice. W. R. Gilks, S. Richardson, and D. J. Spiegelhalter eds. Chapman and Hall, New York, NY.
    • (1996) Markov Chain Montecarlo in Practice , pp. 145-161
    • Gelfand, A.E.1
  • 7
    • 0000079228 scopus 로고
    • Model determination using predictive distributions with implementation via sampling-based methods
    • J. M. Bernardo, J. O. Berger, A. P. David, and A. F. M. Smith, eds. Oxford University Press, Oxford, UK
    • Gelfand, A. E., D. K. Dey, and H. Chang. 1992. Model determination using predictive distributions with implementation via sampling-based methods. Pages 147-167 in Bayesian Statistics 4. J. M. Bernardo, J. O. Berger, A. P. David, and A. F. M. Smith, eds. Oxford University Press, Oxford, UK.
    • (1992) Bayesian Statistics 4 , pp. 147-167
    • Gelfand, A.E.1    Dey, D.K.2    Chang, H.3
  • 8
    • 0000539315 scopus 로고
    • Bayesian model choice: Asymptotic and exact calculations
    • Gelfand, A. E., and D. K. Dey. 1994. Bayesian model choice: Asymptotic and exact calculations. J. R. Statist. Soc. B. 56:501-514.
    • (1994) J. R. Statist. Soc. B. , vol.56 , pp. 501-514
    • Gelfand, A.E.1    Dey, D.K.2
  • 9
    • 0001032162 scopus 로고
    • A single series from the Gibbs sampler provides a false sense of security
    • J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith, eds. Oxford University Press, Oxford, U.K.
    • Gelman, A., and D. B. Rubin. 1992. A single series from the Gibbs sampler provides a false sense of security. Pages 625-632 in J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith, eds. Bayesian Statistics IV. Oxford University Press, Oxford, U.K.
    • (1992) Bayesian Statistics IV , pp. 625-632
    • Gelman, A.1    Rubin, D.B.2
  • 11
    • 3242893031 scopus 로고    scopus 로고
    • Aplicación de la metodología Bayesiana en la estima de parámetros genéticos para la producción de leche. VII Jornadas de Producción Animal. 11-13 Mayo, 1999, Zaragoza (Spain)
    • Hernández, D., P. López-Romero, M. J. Carabaño, and R. Alenda. 1999. Aplicación de la metodología Bayesiana en la estima de parámetros genéticos para la producción de leche. VII Jornadas de Producción Animal. 11-13 Mayo, 1999, Zaragoza (Spain). ITEA Vol. Extra 20:318-320.
    • (1999) ITEA , vol.VOL. EXTRA 20 , pp. 318-320
    • Hernández, D.1    López-Romero, P.2    Carabaño, M.J.3    Alenda, R.4
  • 12
    • 0034186138 scopus 로고    scopus 로고
    • A link function approach to model heterogeneity of residual variances over time in lactation curve analysis
    • Jaffrezik, F., I. M. S. White, R. Thompson, and W. G. Hill. 2000. A link function approach to model heterogeneity of residual variances over time in lactation curve analysis. J. Dairy Sci. 83:1089-1093.
    • (2000) J. Dairy Sci. , vol.83 , pp. 1089-1093
    • Jaffrezik, F.1    White, I.M.S.2    Thompson, R.3    Hill, W.G.4
  • 13
    • 0031111551 scopus 로고    scopus 로고
    • Estimates of genetic parameters for a test day model with random regressions for yield traits of first lactation Holsteins
    • Jamrozik, J., and L. R. Schaeffer. 1997. Estimates of genetic parameters for a test day model with random regressions for yield traits of first lactation Holsteins. J. Dairy Sci. 80:762-770.
    • (1997) J. Dairy Sci. , vol.80 , pp. 762-770
    • Jamrozik, J.1    Schaeffer, L.R.2
  • 14
    • 0039197788 scopus 로고    scopus 로고
    • Random regression models for production traits in Canadian Holsteins
    • Jamrozik, J., L. R. Schaeffer, and J. C. M. Dekkers. 1996. Random regression models for production traits in Canadian Holsteins. Interbul Bull. No. 14:124-134.
    • (1996) Interbul Bull. No. 14 , pp. 124-134
    • Jamrozik, J.1    Schaeffer, L.R.2    Dekkers, J.C.M.3
  • 15
    • 0031255897 scopus 로고    scopus 로고
    • Comparison of possible covariates for use in a random regression model for analyses of test-day yields
    • Jamrozik, J., J. Kistemaker, L. R. Schaeffer, and J. C. M. Dekkers. 1997. Comparison of possible covariates for use in a random regression model for analyses of test-day yields. J. Dairy Sci 80:2550-2556.
    • (1997) J. Dairy Sci , vol.80 , pp. 2550-2556
    • Jamrozik, J.1    Kistemaker, J.2    Schaeffer, L.R.3    Dekkers, J.C.M.4
  • 16
    • 0001307109 scopus 로고    scopus 로고
    • Studying convergence of Markov chain Monte Carlo algorithms using coupled sample paths
    • Johnson, V. E. 1996. Studying convergence of Markov chain Monte Carlo algorithms using coupled sample paths. J. Am. Statist. Assoc. 91:154-166.
    • (1996) J. Am. Statist. Assoc. , vol.91 , pp. 154-166
    • Johnson, V.E.1
  • 18
    • 0025231585 scopus 로고
    • Analysis of the inheritance, selection, and evolution of growth trajectories
    • Kirkpatrick, M., D. Lofsvold, and M. Bulmer. 1990. Analysis of the inheritance, selection, and evolution of growth trajectories. Genetics 124:979-993.
    • (1990) Genetics , vol.124 , pp. 979-993
    • Kirkpatrick, M.1    Lofsvold, D.2    Bulmer, M.3
  • 19
    • 0038010439 scopus 로고    scopus 로고
    • Evaluating alternative random regression models to analyse first lactation daily milk yield data in Holstein-Friesian cattle
    • López-Romero, P., and M. J. Carabaño. 2003. Evaluating alternative random regression models to analyse first lactation daily milk yield data in Holstein-Friesian cattle. Livest. Prod. Sci. 82:81-96.
    • (2003) Livest. Prod. Sci. , vol.82 , pp. 81-96
    • López-Romero, P.1    Carabaño, M.J.2
  • 21
    • 0003078723 scopus 로고
    • Approximate Bayesian Inference with the weighted likelihood bootstrap
    • Newton, M. A., and A. E. Raftery. 1994. Approximate Bayesian Inference with the weighted likelihood bootstrap. J. R. Statist. Soc. B. 56:3-48.
    • (1994) J. R. Statist. Soc. B. , vol.56 , pp. 3-48
    • Newton, M.A.1    Raftery, A.E.2
  • 22
    • 0032887618 scopus 로고    scopus 로고
    • Estimating variance components for test day milk records by restricted maximum likelihood with a random regression model
    • Olori, V. E., W. G. Hill, B.J . McGuirk, and S. Brotherstone. 1999a. Estimating variance components for test day milk records by restricted maximum likelihood with a random regression model. Livest. Prod. Sci. 61:53-63.
    • (1999) Livest. Prod. Sci. , vol.61 , pp. 53-63
    • Olori, V.E.1    Hill, W.G.2    McGuirk, B.J.3    Brotherstone, S.4
  • 23
    • 0000944749 scopus 로고    scopus 로고
    • The structure of the residual error variance of test day milk yield in random regression models
    • Olori, V. E., W. G. Hill, and S. Brotherstone. 1999b. The structure of the residual error variance of test day milk yield in random regression models. Interbull Bull. 20:103-108.
    • (1999) Interbull Bull. , vol.20 , pp. 103-108
    • Olori, V.E.1    Hill, W.G.2    Brotherstone, S.3
  • 24
    • 0034328144 scopus 로고    scopus 로고
    • Genetic parameters of Legendre polynomials for first parity lactation curves
    • Pool, M. H., L. L. G. Janss, and T. H.E . Meuwissen. 2000. Genetic parameters of Legendre polynomials for first parity lactation curves. J. Dairy Sci. 83:2640-2649.
    • (2000) J. Dairy Sci. , vol.83 , pp. 2640-2649
    • Pool, M.H.1    Janss, L.L.G.2    Meuwissen, T.H.E.3
  • 25
    • 0000783674 scopus 로고    scopus 로고
    • Hypothesis testing and model selection
    • W. R. Gilks, S. Richardson, and D. J. Spiegelhalter, eds. Chapman and Hall, New York
    • Raftery, A. E. 1996. Hypothesis testing and model selection. Pages 145-161 in Markov Chain Montecarlo in Practice. W. R. Gilks, S. Richardson, and D. J. Spiegelhalter, eds. Chapman and Hall, New York.
    • (1996) Markov Chain Montecarlo in Practice , pp. 145-161
    • Raftery, A.E.1
  • 26
    • 0000759236 scopus 로고
    • How many iterations in the Gibbs sampler
    • J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith, eds. Oxford University Press, Oxford, UK
    • Raftery, A. E., and S. M. Lewis. 1992. How many iterations in the Gibbs sampler. Pages 763-773 in Bayesian Statistics 4. J. M. Bernardo, J. O. Berger, A. P. Dawid, and A. F. M. Smith, eds. Oxford University Press, Oxford, UK.
    • (1992) Bayesian Statistics 4 , pp. 763-773
    • Raftery, A.E.1    Lewis, S.M.2
  • 28
    • 0033059917 scopus 로고    scopus 로고
    • Use of test day yields for the genetic evaluation of production traits in Holstein-Friesian cattle
    • Rekaya, R., M. J. Carabaño, and M. A. Toro. 1999. Use of test day yields for the genetic evaluation of production traits in Holstein-Friesian cattle. Livest. Prod. Sci. 57:203-217.
    • (1999) Livest. Prod. Sci. , vol.57 , pp. 203-217
    • Rekaya, R.1    Carabaño, M.J.2    Toro, M.A.3
  • 29
    • 0033812205 scopus 로고    scopus 로고
    • Assessment of heterogeneity of residual variances using changepoint techniques
    • Rekaya, R., M. J. Carabaño, and M. A. Toro. 2000. Assessment of heterogeneity of residual variances using changepoint techniques. Genet. Sel. Evol. 32:383-394.
    • (2000) Genet. Sel. Evol. , vol.32 , pp. 383-394
    • Rekaya, R.1    Carabaño, M.J.2    Toro, M.A.3
  • 30
    • 0035543426 scopus 로고    scopus 로고
    • Genetic parameters of random regression model for daily feed intake of performance tested French Landrace and Large White growing pigs
    • Schnyder, U., A. Hofer, F. Labroue, and N. Künzi. 2001. Genetic parameters of random regression model for daily feed intake of performance tested French Landrace and Large White growing pigs. Genet. Sel. Evol. 33:635-658.
    • (2001) Genet. Sel. Evol. , vol.33 , pp. 635-658
    • Schnyder, U.1    Hofer, A.2    Labroue, F.3    Künzi, N.4
  • 31
    • 0003832135 scopus 로고    scopus 로고
    • Internal report no. 82 from the Danish Institute of Animal Sciencem, Foulum, Denmark
    • Sorensen, D. 1996. Gibbs sampling in quantitative genetics. Internal report no. 82 from the Danish Institute of Animal Sciencem, Foulum, Denmark.
    • (1996) Gibbs Sampling in Quantitative Genetics
    • Sorensen, D.1
  • 32
    • 21344490449 scopus 로고
    • Bayesian retrospective multiple-changepoint identification
    • Stephens, D. A. 1994. Bayesian retrospective multiple-changepoint identification. Appl. Statist. 43:159-178.
    • (1994) Appl. Statist. , vol.43 , pp. 159-178
    • Stephens, D.A.1
  • 33
    • 0032247782 scopus 로고    scopus 로고
    • The use of covariance function and random regressions for genetic evaluation of milk production based on test day records
    • Van der Werf, J. H. J., M. E. Goddard, and K. Meyer. 1998. The use of covariance function and random regressions for genetic evaluation of milk production based on test day records. J. Dairy Sci. 81:3300-3308.
    • (1998) J. Dairy Sci. , vol.81 , pp. 3300-3308
    • Van Der Werf, J.H.J.1    Goddard, M.E.2    Meyer, K.3
  • 35
    • 0000465054 scopus 로고
    • Algebraic model of the lactation curve in cattle
    • Wood, P. D. P. 1967. Algebraic model of the lactation curve in cattle. Nature 216:164-165.
    • (1967) Nature , vol.216 , pp. 164-165
    • Wood, P.D.P.1


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.