Investigating Shared Genetic Bases between Psychiatric Disorders, Cardiometabolic and Sleep Traits Using K-Means Clustering and Local Genetic Correlation Analysis
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DOI: 10.3390/a15110409
Abstract: Psychiatric disorders are among the top leading causes of the global health-related burden. Comorbidity with cardiometabolic and sleep disorders contribute substantially to this burden. While both genetic and environmental factors have been suggested to underlie… read more here.
Keywords: psychiatric disorders; local genetic; cardiometabolic sleep; genetic correlation ... See more keywords
Graphical Local Genetic Algorithm for High-Dimensional Log-Linear Models
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DOI: 10.3390/math11112514
Abstract: Graphical log-linear models are effective for representing complex structures that emerge from high-dimensional data. It is challenging to fit an appropriate model in the high-dimensional setting and many existing methods rely on a convenient class… read more here.
Keywords: local genetic; genetic algorithm; log linear; linear models ... See more keywords