Titlebook: Genomic Prediction of Complex Traits; Methods and Protocol Nourollah Ahmadi,Jérôme Bartholomé Book 2022 The Editor(s) (if applicable) and T

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Hiroshi Watanabe,Quang-Kim Transity SNP panels and a limited set of reference individuals. Whatever the imputation method, the imputation accuracy, measured by the correct imputation rate or the correlation between true and imputed genotypes, increased with the increasing relatedness of the individual to be imputed with its dense

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Diagnosis and Treatment of Senile Dementiahat breeders would look at these values in order to conduct selections. Even though the concept of GS seems trivial, due to the high dimensional nature of the data delivered from modern sequencing technologies where the number of molecular markers (.) excess by far the number of data points availabl

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https://doi.org/10.1007/978-3-642-00499-5tion models for complex traits measured in continuous and noncontinuous (categorical) scale. Related to G × E interaction models this review also examine the analyses of the information generated with high-throughput phenotype data (phenomic) and the joint analyses of multitrait and multienvironment

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https://doi.org/10.1007/978-3-030-64038-5ian Ridge regression and best linear unbiased predictor, but also under a deep learning framework. The multitrait deep learning framework helps implement prediction models with mixed outcomes (continuous, binary, ordinal, and count, measured on different scales), which is not easy in conventional st

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Michael T. Mazur M.D.,Robert J. Kurman M.D.ic ties between years. As genotyping costs decrease, the number of cows genotyped will continue to increase, and these records will become the basic data used to compute genomic evaluations, most likely via application of “single-step” methodologies. Less emphasis in selection goals will be placed o

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https://doi.org/10.1007/978-1-4612-3068-7s of heritability. The main reasons are (1) the possibility to select single plants based on their genomic estimated breeding values (GEBV) for traits measured at sward level, (2) a reduction in the duration of selection cycles, and less importantly (3) an increase in the selection intensity associa

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1064-3745 olecular Biology. series format, the book provides theoretical bases and practical guidelines for an informed decision making of practitioners and identifies pertinent routes for 978-1-0716-2207-0978-1-0716-2205-6Series ISSN 1064-3745 Series E-ISSN 1940-6029

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