Mixed models for genotype by environment tables with an emphasis on heteroscedasticity - INRAE - Institut national de recherche pour l’agriculture, l’alimentation et l’environnement Accéder directement au contenu
Ouvrage Année : 1996

Mixed models for genotype by environment tables with an emphasis on heteroscedasticity

Résumé

Stability is a central keyword for plant breeders analysing genotype by environment data, a simple corresponding statistical term is "dispersion around a central value". So a natural way to approach genotype environment interactions is to model variances as well as expectations in relation to genotypes and/or environments. After reviewing classical models, we try to present a general scheme for describing heteroscedasticity with a reduced number of parameters using the framework of mixed models. This allows us to propose new parsimonious models. Two genuine data sets exemplify the concepts: the first concerns the virus-resistance of ten sugar beet cultivars to a virus grown at six different locations; the second involves three factors: variety, soil and year in a potato experiment.
Fichier non déposé

Dates et versions

hal-02838432 , version 1 (07-06-2020)

Identifiants

  • HAL Id : hal-02838432 , version 1
  • PRODINRA : 130227

Citer

J.B. Denis, H.P. Piepho, A. van Eeuwijk. Mixed models for genotype by environment tables with an emphasis on heteroscedasticity. 23 p., 1996. ⟨hal-02838432⟩

Collections

INRA INRAE MATHNUM
11 Consultations
0 Téléchargements

Partager

Gmail Facebook X LinkedIn More