Maximum likelihood estimation of linkage between a marker gene and a quantitative locus
- 1 December 1989
- journal article
- research article
- Published by Springer Nature in Heredity
- Vol. 63 (3) , 401-408
- https://doi.org/10.1038/hdy.1989.114
Abstract
A maximum likelihood approach is developed for estimating the recombination fraction in a segregating population (F2), between a marker gene and a locus affecting a quantitative trait as well as estimating the means and variances of the three genotypes of the quantitative trait. The experimental results from computer simulations show that even with experimental sizes of 500, estimates of the parameters can be obtained by aid of the codominant marker gene as long as the heritability of the quantitative trait in question is not less than 010. However at low heritabilities the variances of estimates are very large.Keywords
This publication has 31 references indexed in Scilit:
- Resolution of quantitative traits into Mendelian factors by using a complete linkage map of restriction fragment length polymorphismsNature, 1988
- Mapping and analysis of quantitative trait loci in Lycopersicon (tomato) with the aid of genetic markers using approximate maximum likelihood methodsHeredity, 1987
- Analysis of genetic factors affecting egg production in Drosophila melanogasterHeredity, 1986
- Quantitative linkage: a statistical procedure for its detection and estimationAnnals of Human Genetics, 1975
- Some Comparisons of the Method of Moments and the Method of Maximum Likelihood in Estimating Parameters of a Mixture of Two Normal DensitiesJournal of the American Statistical Association, 1972
- Estimating the components of a mixture of normal distributionsBiometrika, 1969
- Regular responses to selection 3. Interaction between located polygenesGenetics Research, 1966
- Location of PolygenesNature, 1961
- The organisation of polygenic activity within a chromosome in DrosophilaHeredity, 1960
- The organisation of polygenic activity within a chromosome in DrosophilaHeredity, 1957