Sparse multiple factor analysis to integrate genetic data, neuroimaging features, and attention-deficit/hyperactivity disorder domains.

Natàlia Vilor-TejedorSilvia AlemanyAlejandro CáceresMariona BustamanteMarion MortamaisJesús PujolJordi SunyerJuan R González

Published in: International journal of methods in psychiatric research (2018)

Multivariate methods can be used to advance the neurobiological characterization of complex diseases, improving the statistical power with respect to univariate methods, allowing the identification of meaningful biological signals in Imaging Genetic studies.

Keyphrases

attention deficit hyperactivity disorder
autism spectrum disorder
genome wide
high resolution
working memory
copy number
data analysis
big data