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Titlebook: Epistasis; Methods and Protocol Ka-Chun Wong Book 2021 Springer Science+Business Media, LLC, part of Springer Nature 2021 Synthetic genetic

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发表于 2025-3-23 13:39:55 | 显示全部楼层
/, Noise in CMOS Integrated Circuitstroduce a powerful and efficient statistical method, called W-test, for genetic epistasis testing. A wtest R package is developed for the implementation of the W-test method, which provides various functions to measure the main effect, pairwise interaction, higher-order interaction, and cis-regulati
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Analog Design for CMOS VLSI Systemsrectly is critical to understanding the genotype–phenotype map. However, inference of genetic interactions is challenging compared to inference of individual allele effects due to low statistical power. Furthermore, genetic interactions can appear inconsistent across different quantitative traits, p
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Analog Device-Level Layout Automation-wide scale, screening for epistatic effects among all possible pairs of genetic markers faces two main complications. Firstly, the classical statistical methods for modeling epistasis are computationally very expensive, which makes them impractical on such large scale. Secondly, straightforward cor
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Current Sources and Differential Pair,oping methods that enhance prediction accuracy is of major interest. Here, we provide three methods for this purpose: (1) Genomic Best Linear Unbiased Prediction (GBLUP) as a model just accounting for additive SNP effects; (2) Epistatic Random Regression BLUP (ERRBLUP) as a full epistatic model whic
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https://doi.org/10.1007/978-1-4614-6163-0ed with a phenotype, the nominal statistical evidence will be inflated. Corrections are available but computationally expensive for genome-wide studies. We provide a first-order correction that can be applied in practice with essentially no additional computational cost.
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