Genetic and Psychosocial Predictors of Aggression: Variable Selection and Model Building With Component-Wise Gradient Boosting

Rationale: Given datasets with a large or diverse set of predictors of aggression, machine learning (ML) provides efficient tools for identifying the most salient variables and building a parsimonious statistical model. ML techniques permit efficient exploration of data, have not been widely used in...

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Detalles Bibliográficos
Autores principales: Suchting, Robert, Gowin, Joshua L., Green, Charles E., Walss-Bass, Consuelo, Lane, Scott D.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Frontiers Media S.A. 2018
Materias:
Neuroscience
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5949329/
https://www.ncbi.nlm.nih.gov/pubmed/29867390
http://dx.doi.org/10.3389/fnbeh.2018.00089

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5949329/
https://www.ncbi.nlm.nih.gov/pubmed/29867390
http://dx.doi.org/10.3389/fnbeh.2018.00089

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