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Article
Genome-enabled prediction of genetic values using radial basis function neural networks
(Springer, 2012)
The availability of high density panels of molecular markers has prompted the adoption of genomic selection (GS) methods in animal and plant breeding. In GS, parametric, semi-parametric and non-parametric regressions models ...
Article
The plant ontology as a tool for comparative plant anatomy and genomic analyses
(Oxford University Press; Japanese Society of Plant Physiologists, 2012)
The Plant Ontology (PO; http://www.plantontology.org/) is a publicly-available, collaborative effort to develop and maintain a controlled, structured vocabulary (?ontology?) of terms to describe plant anatomy, morphology ...
Article
Estimation of statistical power and false discovery rate of QTL mapping methods through computer simulation
(Springer Verlag; Science China; Chinese Academy of Sciences; National Natural Science Foundation of China, 2012)
Many QTL mapping methods have been developed in the past two decades. Statistically, the best method should have a high detection power but a low false discovery rate (FDR). Power and FDR cannot be derived theoretically ...