@article{JSFS_2002__143_1-2_155_0, author = {San Cristobal, Magali and Robert-Grani\'e, Christ\`ele and Foulley, Jean-Louis}, title = {H\'eterosc\'edasticit\'e et mod\`eles lin\'eaires mixtes : th\'eorie et applications en g\'en\'etique quantitative}, journal = {Journal de la Soci\'et\'e fran\c{c}aise de statistique}, pages = {155--165}, publisher = {Soci\'et\'e fran\c{c}aise de statistique}, volume = {143}, number = {1-2}, year = {2002}, language = {fr}, url = {http://archive.numdam.org/item/JSFS_2002__143_1-2_155_0/} }
TY - JOUR AU - San Cristobal, Magali AU - Robert-Granié, Christèle AU - Foulley, Jean-Louis TI - Héteroscédasticité et modèles linéaires mixtes : théorie et applications en génétique quantitative JO - Journal de la Société française de statistique PY - 2002 SP - 155 EP - 165 VL - 143 IS - 1-2 PB - Société française de statistique UR - http://archive.numdam.org/item/JSFS_2002__143_1-2_155_0/ LA - fr ID - JSFS_2002__143_1-2_155_0 ER -
%0 Journal Article %A San Cristobal, Magali %A Robert-Granié, Christèle %A Foulley, Jean-Louis %T Héteroscédasticité et modèles linéaires mixtes : théorie et applications en génétique quantitative %J Journal de la Société française de statistique %D 2002 %P 155-165 %V 143 %N 1-2 %I Société française de statistique %U http://archive.numdam.org/item/JSFS_2002__143_1-2_155_0/ %G fr %F JSFS_2002__143_1-2_155_0
San Cristobal, Magali; Robert-Granié, Christèle; Foulley, Jean-Louis. Héteroscédasticité et modèles linéaires mixtes : théorie et applications en génétique quantitative. Journal de la Société française de statistique, Tome 143 (2002) no. 1-2, pp. 155-165. http://archive.numdam.org/item/JSFS_2002__143_1-2_155_0/
Maximum likelihood from incomplete data via the EM algorithm. J. R. Statis. Soc B, 39, 1-38. | MR | Zbl
, , (1977),The problem of environment and selection, Am. Nat, 86, 293-298.
(1952),ECM approaches to heteroskedastic mixed models with constant variance ratios, Genet. Sel. Evol, 29, 297-318.
(1997),Méthodes du maximum de vraisemblance en modèle linéaire mixte, Journal de la Société Française de Statistique, 143, 1-2, 5-52.
, , (2002),Statistical analysis of ordered categorical data via a structural heteroskedastic threshold model, Genet. Sel. Evol, 28, 217-320.
, (1996),A method for assessing extent and sources of heterogeneity of residual variances in mixed linear models, J. Dairy Sci., 73, 1612-1624.
, , , (1990),Inferences on homogeneity of between-family components of variance and covariance among environments in balanced cross-classified designs, Genet. Sel. Evol, 26, 117-136.
, , (1994),EM-REML estimation of covariance parameters in Gaussian mixed models for longitudinal data analysis, Genet. Sel Evol, 32, 129-141.
, , (2000),Heterogeneous variances in Gaussian linear mixed models, Genet. Sel. Evol, 27, 211-228.
, (1995),A link function approach to heterogeneous variance components, Genet. Sel. Evol., 30, 27-43.
, , (1998),Marginal likelihood and Bayesian approaches to the analysis of heterogeneous residual variances in mixed linear Gaussian models, Comput. Stat. Data Anal, 13, 291-305. | Zbl
, , , (1992),The PX-EM algorithm for fast fitting of Henderson's mixed model, Genet. Sel. Evol, 32, 143-163.
, (2002),Aspects of selection for performance in several environments with heterogeneous variances, J. Anim. Sci., 65, 409-421.
, (1987),On selection among groups with heterogeneous variance, Anim. Prod., 39, 473-477.
(1984),Fast EM-type implementation for mixed effects models, J. R. Statis. Soc. B, 60, 559-578. | MR | Zbl
, (1998),Joint estimation of breeding values and heterogeneous variances of large data files, J. Dairy Sci., 79, 310-316.
, , (1996),Recovery of inter-block information when block sizes are unequal, Biometrika, 58, 545-554. | MR | Zbl
, (1971),Heterogeneity of variance for type traits in the Montbeliarde cattle, Genet. Sel. Evol, 29, 545-570.
, , (1997),Genetic variation of traits measured in several environments. I Estimation and testing of homogeneous genetic and intra-class correlations. II Inference on between environment homogeneity of intra-class correlations using heteroskedastic models, Genet. Sel. Evol, 27, 111-134.
, , (1995),Accounting for variance heterogeneity in French dairy cattle genetic evaluation, Livestock Prod. Sci., 60, 343-357.
, , , (1999),Modelling the growth curve of Maine-Anjou beef cattle using heteroskedastic random regression models, Genet. Sel. Evol, 34, 423-445.
, , (2002),Comparison of maximum likelihood, bootstrap and MCMC methods in a structural model for heterogeneous variances, Proc. 7th WCGALP, 19-23 August 2002, Montpellier, France.
, , , (2002),Inference about multiplicative heteroskedastic components of variance in a mixed linear Gaussian model with an application to beef cattle breeding, Genet. Sel. Evol, 25, 3-30.
, , (1993),Genetic components of litter size variability in sheep, Genet. Sel Evol, 33, 249-271.
, , , (2001),Prediction of the response to a selection for canalisation of a continuous trait in animal breeding, Genet. Sel. Evol, 30, 423-451.
, , , (1998),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, 1320-1330.
(1992),Heterogeneity of variance and dairy cattle breeding, Anim. Prod., 55, 312-329.
, (1992),Identification of factors causing heterogeneous within-herd variance components using a structural model for variances, J. Dairy Sci., 76, 1466-1478.
, , , (1993),