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- W119425601 abstract "We introduce a method of variance components estimation with an uncertain link between an individual and its parent. Our aim is to obtain variance components estimators from the likelihood function. Due to the complexity of multi-variable nonlinear optimization and to the difficulty of multi-variable integration over the parameter space in numerical simulation, we make use of the interface between S-plus and C language. We use a C procedure to write the explicit expression of likelihood function into a text file, then load the source program dynamically in S-plus, and finally obtain estimators by maximizing the likelihood function in S-plus. Simulation studies show the accuracy of the new method.KeywordsLikelihood FunctionContour PlotConfidence RegionGreat UncertaintyLikelihood Ratio StatisticThese keywords were added by machine and not by the authors. This process is experimental and the keywords may be updated as the learning algorithm improves." @default.
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- W119425601 date "2001-01-01" @default.
- W119425601 modified "2023-09-23" @default.
- W119425601 title "Variance Components Estimation with Uncertainty" @default.
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- W119425601 doi "https://doi.org/10.1007/978-3-0348-8326-9_3" @default.
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