Ontology highlight
ABSTRACT:
SUBMITTER: Vogelstein JT
PROVIDER: S-EPMC6386524 | biostudies-literature | 2019 Jan
REPOSITORIES: biostudies-literature
eLife 20190115
Understanding the relationships between different properties of data, such as whether a genome or connectome has information about disease status, is increasingly important. While existing approaches can test whether two properties are related, they may require unfeasibly large sample sizes and often are not interpretable. Our approach, 'Multiscale Graph Correlation' (MGC), is a dependence test that juxtaposes disparate data science techniques, including k-nearest neighbors, kernel methods, and ...[more]