Statistical modelling of growth using a mixed model with orthogonal polynomials

Journal of Applied Genetics

Volumn 52, Issue 1, 2011, Pages 95-100

  Suchocki, T ^a   Szyda, J ^a  

^a WROC AW UNIVERSITY OF ENVIRONMENTAL AND LIFE SCIENCES   (Poland)

Author keywords

EM algorithm; Legendre polynomials; Longitudinal data; Maximum likelihood; Prediction; Single nucleotide polymorphism

Indexed keywords

ANIMAL; ARTICLE; BREEDING; GENETICS; GROWTH, DEVELOPMENT AND AGING; MOUSE; PHENOTYPE; QUANTITATIVE TRAIT LOCUS; SINGLE NUCLEOTIDE POLYMORPHISM; STATISTICAL MODEL;

ANIMALS; BREEDING; LIKELIHOOD FUNCTIONS; MICE; MODELS, STATISTICAL; PHENOTYPE; POLYMORPHISM, SINGLE NUCLEOTIDE; QUANTITATIVE TRAIT LOCI;

EID: 79955058716     PISSN: 12341983     EISSN: None     Source Type: Journal    
DOI: 10.1007/s13353-010-0012-2     Document Type: Article

References (10)

1. Bastiaansen JWM, Bink MCAM, Coster A, Maliepaard C, Calus MPL (2010) Comparison of analyses of the QTLMAS XIII common dataset. I: genomic selection. BMC Proc 4(Suppl 1):S1
2. Corva PM, Medrano JF (2001) Quantitative Trait Loci (QTLs) mapping for growth traits in the mouse: a review. Genet Sel Evol 33(2):105-132
3. Jaffrézic F, Venot E, Laloë D, Vinet A, Renand G (2004) Use of structured antedependence models for the genetic analysis of growth curves. J Anim Sci 82:3465-3473
4. Leips J, Gilligan P, Mackay TFC (2006) Quantitative Trait Loci with age-specific effects on fecundity in Drosophila melanogaster. Genetics 172:1595-1605
5. Ma CX, Casella G, Wu R (2002) Functional mapping of Quantitative Trait Loci underlying the character process: a theoretical framework. Genetics 161:1751-1762
6. Schaeffer LR (2006) Strategy for applying genome-wide selection in dairy cattle. J Anim Breed Genet 123:218-223
7. Schaeffer LR, Dekkers JCM (1994) Random regressions in animal models for test-day production in dairy cattle. Proceedings of the 5th World Congress of Genetics Applied to Livestock Production (WCGALP), Guelph, Ontario, Canada, August 1994, vol 18, pp 443-446
8. Yang R, Tian Q, Xu S (2006) Mapping Quantitative Trait Loci for longitudinal traits in line crosses. Genetics 173:2339-2356
9. Yang R, Gao H, Wang X, Zhang J, Zeng ZB, Wu R (2007) A semiparametric approach for composite functional mapping of dynamic quantitative traits. Genetics 177:1859-1870
10. Yang J, Wu R, Casella G (2009) Nonparametric functional mapping of quantitative trait loci. Biometrics 65:30-39