메뉴 건너뛰기




Volumn 30, Issue 1, 1998, Pages 27-43

A link function approach to heterogeneous variance components

Author keywords

EM algorithm; Heteroskedasticity; Maximum likelihood; Mixed model

Indexed keywords

ALGORITHM; ARTICLE; GENETIC VARIABILITY; MULTIVARIATE ANALYSIS; PRINCIPAL COMPONENT ANALYSIS; STATISTICAL ANALYSIS; STATISTICAL MODEL; VARIANCE;

EID: 0031982470     PISSN: 0999193X     EISSN: None     Source Type: Journal    
DOI: 10.1051/gse:19980102     Document Type: Article
Times cited : (13)

References (29)
  • 1
    • 0002629270 scopus 로고
    • Maximum likelihood from incomplete data via the EM algorithm
    • Dempster A.P., Laird N.M., Rubin D.B., Maximum likelihood from incomplete data via the EM algorithm, J. R. Statist. Soc. B 39 (1977) 1-38.
    • (1977) J. R. Statist. Soc. B , vol.39 , pp. 1-38
    • Dempster, A.P.1    Laird, N.M.2    Rubin, D.B.3
  • 4
    • 0030821973 scopus 로고    scopus 로고
    • ECM approaches to heteroskedastic mixed models with constant variance ratios
    • Foulley J.L., ECM approaches to heteroskedastic mixed models with constant variance ratios, Genet. Sel. Evol. 29 (1997) 297-318.
    • (1997) Genet. Sel. Evol. , vol.29 , pp. 297-318
    • Foulley, J.L.1
  • 5
    • 0009911006 scopus 로고
    • Heterogeneous variances in Gaussian linear mixed models
    • Foulley J.L., Quaas R.L., Heterogeneous variances in Gaussian linear mixed models, Genet. Sel. Evol. 27 (1995) 211-228.
    • (1995) Genet. Sel. Evol. , vol.27 , pp. 211-228
    • Foulley, J.L.1    Quaas, R.L.2
  • 6
    • 0001567818 scopus 로고
    • A method for assessing extent and sources of heterogeneity of residual variances in mixed linear models
    • Foulley J.L., Gianola D., San Cristobal M., Im S., A method for assessing extent and sources of heterogeneity of residual variances in mixed linear models, J. Dairy Sci. 73 (1990) 1612-1624.
    • (1990) J. Dairy Sci. , vol.73 , pp. 1612-1624
    • Foulley, J.L.1    Gianola, D.2    San Cristobal, M.3    Im, S.4
  • 7
    • 0010304045 scopus 로고
    • Marginal likelihood and Bayesian approaches to the analysis of heterogeneous residual variances in mixed linear Gaussian models
    • Foulley J.L., San Cristobal M., Gianola D., Im S., Marginal likelihood and Bayesian approaches to the analysis of heterogeneous residual variances in mixed linear Gaussian models, Comput Stat. Data Anal. 13 (1992) 291-305.
    • (1992) Comput Stat. Data Anal. , vol.13 , pp. 291-305
    • Foulley, J.L.1    San Cristobal, M.2    Gianola, D.3    Im, S.4
  • 8
    • 0011658842 scopus 로고
    • Aspects of selection for performance in several environments with heterogeneous variances
    • Garrick D.J., Van Vleck L.D., Aspects of selection for performance in several environments with heterogeneous variances, J. Anim. Sci. 65 (1987) 409-421.
    • (1987) J. Anim. Sci. , vol.65 , pp. 409-421
    • Garrick, D.J.1    Van Vleck, L.D.2
  • 9
    • 0026939156 scopus 로고
    • Estimation of heterogeneous variances using empirical Bayes methods: Theoretical considerations
    • Gianola D., Foulley J.L., Fernando R.L., Henderson C.R., Weigel K.A., Estimation of heterogeneous variances using empirical Bayes methods: theoretical considerations, J. Dairy Sci. 75 (1992) 2805-2823.
    • (1992) J. Dairy Sci. , vol.75 , pp. 2805-2823
    • Gianola, D.1    Foulley, J.L.2    Fernando, R.L.3    Henderson, C.R.4    Weigel, K.A.5
  • 10
    • 0029564551 scopus 로고
    • Average information REML: An efficient algorithm for variance parameter estimation in linear mixed models
    • Gilmour A.R., Thompson R., Cullis B.R., Average information REML: an efficient algorithm for variance parameter estimation in linear mixed models, Biometrics 51 (1995) 1440-1450.
    • (1995) Biometrics , vol.51 , pp. 1440-1450
    • Gilmour, A.R.1    Thompson, R.2    Cullis, B.R.3
  • 12
    • 0000808747 scopus 로고
    • A gradient algorithm locally equivalent to the EM algorithm
    • Lange K., A gradient algorithm locally equivalent to the EM algorithm, J. R. Statist. Soc. B 57 (1995) 425-437.
    • (1995) J. R. Statist. Soc. B , vol.57 , pp. 425-437
    • Lange, K.1
  • 13
    • 0016473963 scopus 로고
    • A Bayesian approach to the linear model with unequal variances
    • Leonard T., A Bayesian approach to the linear model with unequal variances, Technometrics 17 (1975) 95-102.
    • (1975) Technometrics , vol.17 , pp. 95-102
    • Leonard, T.1
  • 15
    • 0000251971 scopus 로고
    • Maximum likelihood estimation via the ECM algorithm: A general framework
    • Meng X.L., Rubin D.B., Maximum likelihood estimation via the ECM algorithm: A general framework, Biometrika 80 (1993) 267-278.
    • (1993) Biometrika , vol.80 , pp. 267-278
    • Meng, X.L.1    Rubin, D.B.2
  • 16
    • 1542498860 scopus 로고    scopus 로고
    • Joint estimation of breeding values and heterogenous variances of large data files
    • Meuwissen T.H.E., De Jong G., Engel B., Joint estimation of breeding values and heterogenous variances of large data files, J. Dairy Sci. 79 (1996) 310-316.
    • (1996) J. Dairy Sci. , vol.79 , pp. 310-316
    • Meuwissen, T.H.E.1    De Jong, G.2    Engel, B.3
  • 17
    • 0030960213 scopus 로고    scopus 로고
    • An average information restricted maximum likelihood algorithm for estimating reduced rank genetic covariance matrices or covariance functions for animal models with equal design matrices
    • Meyer K., An average information restricted maximum likelihood algorithm for estimating reduced rank genetic covariance matrices or covariance functions for animal models with equal design matrices, Genet. Sel. Evol. 29 (1997) 97-116.
    • (1997) Genet. Sel. Evol. , vol.29 , pp. 97-116
    • Meyer, K.1
  • 18
    • 77956889208 scopus 로고
    • Recovery of interblock information when block sizes are unequal
    • Patterson H.D., Thompson R., Recovery of interblock information when block sizes are unequal, Biometrika 58 (1971) 545-554.
    • (1971) Biometrika , vol.58 , pp. 545-554
    • Patterson, H.D.1    Thompson, R.2
  • 20
    • 0343894637 scopus 로고
    • Inference on homogeneity of intra-class correlations among environments using heteroskedastic models
    • Robert C., Foulley J.L., Ducrocq V., Inference on homogeneity of intra-class correlations among environments using heteroskedastic models, Genet. Sel. Evol. 27 (1995) 51-65.
    • (1995) Genet. Sel. Evol. , vol.27 , pp. 51-65
    • Robert, C.1    Foulley, J.L.2    Ducrocq, V.3
  • 21
    • 0029139252 scopus 로고
    • Estimation and testing of constant genetic and intra-class correlation coefficients among environments
    • Robert C., Foulley J.L., Ducrocq V., Estimation and testing of constant genetic and intra-class correlation coefficients among environments, Genet. Sel. Evol. 27 (1995) 125-134.
    • (1995) Genet. Sel. Evol. , vol.27 , pp. 125-134
    • Robert, C.1    Foulley, J.L.2    Ducrocq, V.3
  • 22
    • 0031425453 scopus 로고    scopus 로고
    • Heterogeneity of variance for type traits in the Montbéliarde cattle
    • Robert C., Ducrocq V., Foulley J.L., Heterogeneity of variance for type traits in the Montbéliarde cattle, Genet. Sel Evol 29, (1997) 545-570.
    • (1997) Genet. Sel Evol , vol.29 , pp. 545-570
    • Robert, C.1    Ducrocq, V.2    Foulley, J.L.3
  • 23
    • 0002643594 scopus 로고
    • Inference about multiplicative heteroskedastic components of variance in a mixed linear Gaussian model with an application to beef cattle breeding
    • San Cristobal M., Foulley J.L., Manfredi E., Inference about multiplicative heteroskedastic components of variance in a mixed linear Gaussian model with an application to beef cattle breeding, Genet. Sel. Evol. 25 (1993) 3-30.
    • (1993) Genet. Sel. Evol. , vol.25 , pp. 3-30
    • San Cristobal, M.1    Foulley, J.L.2    Manfredi, E.3
  • 24
    • 0001054763 scopus 로고
    • Composite link functions in generalized linear models
    • Thompson R., Baker R.J., Composite link functions in generalized linear models. Appl. Stat. 30 (1981) 125-131.
    • (1981) Appl. Stat. , vol.30 , pp. 125-131
    • Thompson, R.1    Baker, R.J.2
  • 25
    • 0026861541 scopus 로고
    • On the power of likelihood ratio tests for detecting heterogeneity of intra-class correlations and variances in balanced half-sib designs
    • Visscher P.M., On the power of likelihood ratio tests for detecting heterogeneity of intra-class correlations and variances in balanced half-sib designs, J. Dairy Sci. 75 (1992) 1320-1330.
    • (1992) J. Dairy Sci. , vol.75 , pp. 1320-1330
    • Visscher, P.M.1
  • 26
    • 84972003898 scopus 로고
    • Heterogeneity of variance and dairy cattle breeding
    • Visscher P.M., Hill W.G., Heterogeneity of variance and dairy cattle breeding, Anim. Prod. 55 (1992) 321-329.
    • (1992) Anim. Prod. , vol.55 , pp. 321-329
    • Visscher, P.M.1    Hill, W.G.2
  • 27
    • 21144461302 scopus 로고
    • A computationally simple Bayesian method for estimation of heterogeneous within-herd phenotypic variances
    • Weigel K.A., Gianola D., A computationally simple Bayesian method for estimation of heterogeneous within-herd phenotypic variances, J. Dairy Sci. 76 (1993) 1455-1465.
    • (1993) J. Dairy Sci. , vol.76 , pp. 1455-1465
    • Weigel, K.A.1    Gianola, D.2
  • 28
    • 21144468293 scopus 로고
    • Identification of factors causing heterogeneous within-herd variance components using a structural model for variances
    • Weigel K.A., Gianola D., Yandel B.S., Keown J.F., Identification of factors causing heterogeneous within-herd variance components using a structural model for variances, J. Dairy Sci. 76 (1993) 1466-1478.
    • (1993) J. Dairy Sci. , vol.76 , pp. 1466-1478
    • Weigel, K.A.1    Gianola, D.2    Yandel, B.S.3    Keown, J.F.4
  • 29
    • 0026293904 scopus 로고
    • Method and effect of adjustment for heterogeneous variance
    • Wiggans G.R., VanRaden P.M., Method and effect of adjustment for heterogeneous variance, J. Dairy Sci. 74 (1991) 4350-4357.
    • (1991) J. Dairy Sci. , vol.74 , pp. 4350-4357
    • Wiggans, G.R.1    VanRaden, P.M.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.