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Showing 1 to 2 of 2 for “"Genetical Genomics"”.
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Causal Gene Network Inference from Genetical Genomics Experiments via Structural Equation Modeling
… is to construct causal gene networks for genetical genomics experiments using expression Quantitative Trait Loci (eQTL) mapping and Structural Equation Modeling (SEM). Unlike Bayesian Networks, this approach is able to construct cyclic networks, while cyclic relationships are expected to …
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Statistical Analysis of Gene Expression Profile: Transcription Network Inference and Sample Classification
The copious information generated from transcriptomes gives us an opportunity to learn biological processes as integrated systems; however, due to numerous sources of variation, high dimensions of data structure, various levels of data quality, and different formats of the inputs, dissecting and …