Nonparametric Methods and Evolutionary Algorithms in Genetic Epidemiology
Keyword(s):
Paper overviews variable selection problem in high dimensionality, particularly focused on genetic psychiatry and genetic epidemiology in general. Genetic and quantum evolutionary algorithms, tree-based classification/regression models, random forest, and other approaches are detailed. Paper concludes with a roadmap for new algorithm and two-stage selection methodology.
2019 ◽
Vol 144
(2)
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pp. 625-646
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2018 ◽
Vol 2018
(10)
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pp. 103401
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2014 ◽
Vol 237
(2)
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pp. 738-748
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2014 ◽
Vol 4
(1)
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pp. 31-42
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2016 ◽
Vol 51
(4)
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pp. 519-539
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2014 ◽
Vol 1079-1080
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pp. 843-846
2015 ◽
Vol 205
◽
pp. 51-59
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