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- W4285078874 abstract "Statistical models are at the core of the genome-wide association study (GWAS). In this chapter, we provide an overview of single- and multilocus statistical models, Bayesian, and machine learning approaches for association studies in plants. These models are discussed based on their basic methodology, cofactors adjustment accounted for, statistical power and computational efficiency. New statistical models and machine learning algorithms are both showing improved performance in detecting missed signals, rare mutations and prioritizing causal genetic variants; nevertheless, further optimization and validation studies are required to maximize the power of GWAS." @default.
- W4285078874 created "2022-07-13" @default.
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- W4285078874 date "2022-01-01" @default.
- W4285078874 modified "2023-10-18" @default.
- W4285078874 title "Genome-Wide Association Study Statistical Models: A Review" @default.
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