Computing heritability and selection response from unbalanced plant breeding trials

Genetics

Volumn 177, Issue 3, 2007, Pages 1881-1888

  Piepho, Hans Peter ^a   Möhring, Jens ^a  

^a UNIVERSITY OF HOHENHEIM   (Germany)

Author keywords

[No Author keywords available]

Indexed keywords

ARTICLE; COMPUTER SIMULATION; GENETIC VARIABILITY; GENOTYPE ENVIRONMENT INTERACTION; GENOTYPE PHENOTYPE CORRELATION; HERITABILITY; MATHEMATICAL ANALYSIS; NATURAL SELECTION; PLANT BREEDING; PRIORITY JOURNAL;

AVENA SATIVA; BETA VULGARIS; BRASSICA RAPA; BREEDING; COMPUTER SIMULATION; GENOTYPE; LINEAR MODELS; MODELS, GENETIC; PLANTS;

EID: 37249082900     PISSN: 00166731     EISSN: 00166731     Source Type: Journal    
DOI: 10.1534/genetics.107.074229     Document Type: Article

References (21)

1. BERNARDO, R., 1994 Prediction of maize single-cross performance using RFLPs and information from related hybrids. Crop Sci. 34: 20-25.
2. COCHRAN, W. G., and G. M. COX, 1957 Experimental Designs, Ed. 2. Wiley, New York.
3. CULLIS, B. R., A. SMITH and N. COOMBES, 2006 On the design of early generation variety trials with correlated data. J. Agric. Biol. Environ. Stat. 11: 381-393.
4. EFRON, B., and R. TIBSHIRANI, 1993 An Introduction to the Bootstrap. Chapman & Hall, London.
5. FALCONER, D. S., and T. F. C. MACKAY, 1996 An Introduction to Quantitative Genetics, Ed. 4. Prentice Hall, London.
6. HANSON, W. D., 1963 Heritability, pp. 125-139 in Statistical Genetics and Plant Breeding, edited by W. D. HANSON and H. F. ROBINSON. Pub. 982, National Academy of Science-National Research Council, Washington, DC.
7. HELMS, T. C., and J. J. HAMMOND, 2006 Genetic gain equation with correlated genotype x environment effects. Crop Sci. 46: 1137-1142.
8. HENDERSON, C. R., 1977 Best linear unbiased prediction of breeding values not in the model for records. J. Dairy Sci. 60: 783-787.
9. HOLLAND, J. B., W. E. NYQUIST and C. T. CERVANTES-MARTINEZ, 2003 Estimating and interpreting heritability for plant breeding: an update. Plant Breed. Rev. 22: 9-112.
10. JOHN, J. A., and E. R. WILLIAMS, 1995 Cyclic and Computer Generated Designs. Chapman & Hall, London.
11. KACKAR, A. N., and D. A. HARVILLE, 1984 Approximation for standard errors of estimators of fixed and random effects in mixed linear models. J. Am. Stat. Assoc. 79: 853-861.
12. MCLEAN, R. A., W. L. SANDERS and W. W. STROUP, 1991 A unified approach to mixed linear models. Am. Stat. 45: 54-64.
13. MRODE, R. A., 2000 Linear Models for the Prediction of Animal Breeding Values. CAB International, Wallingford, UK.
14. NYQUIST, W. E., 1991 Estimation of heritability and prediction of selection response in plant populations. Crit. Rev. Plant Sci. 10: 235-322.
15. OAKEY, H., A. VERBYLA, W. PITCHFORD, B. CULLIS and H. KUCHEL, 2006 Joint modelling of additive and non-additive genetic line effects in single field trials. Theor. Appl. Genet. 113: 809-819.
16. PATTERSON, H. D., 1997 Analysis of series of variety trials, pp. 139-161 in Statistical Methods for Plant Variety Evaluation, edited by R. A. KEMPTON and P. N. FOX. Chapman & Hall, London.
17. PIEPHO, H. P., and V. MICHEL, 2000 Überlegungen zur regionalen Auswertung von Landessortenversuchen. Informatik. Biomet. Epidemiol. Med. Biol. 31: 123-136.
18. PIEPHO, H. P., and J. MÖHRING, 2006 Selection in cultivar trials - Is it ignorable? Crop Sci. 146: 193-202.
19. PIEPHO, H. P., E. R. WILLIAMS and M. FLECK, 2006 A note on the analysis of designed experiments with complex treatment structure. HortScience 41: 446-452.
20. PIEPHO, H. P., J. MÖHRING, A. E. MELCHINGER and A. BÜCHSE, 2007 BLUP for phenotypic selection in plant breeding and variety testing. Euphytica (in press).
21. SEARLE, S. R., G. CASELLA and C. E. MCCULLOCH, 1992 Variance Components. Wiley, New York.