1. Multi-interval mapping of correlated trait complexes
- Author
-
Korol, A.B., Ronin, Y.I., Nevo, E., and Hayes, P.M.
- Subjects
Heredity -- Research ,Monte Carlo method -- Usage ,Correlation (Statistics) -- Research ,Quantitative genetics -- Research ,Probabilities -- Research ,Chromosome mapping -- Research ,Mathematical models -- Usage ,Biological sciences - Abstract
Multi-interval mapping of correlated trait complexes is discussed using the North American Barley Genome Mapping Project as an example. Information about using Monte Carlo simulations and demonstrating thereby advantages of multitrait analysis in detection of linked quantitative trait loci (QTL) effects in the framework of mixture models is given. Despite more parameters estimated vs single-trait formulation, the method proposed allows for detection power improvement and estimation precision of linked QTLs in adjacent or nonadjacent intervals, coupling and repulsion effects included.
- Published
- 1998