epiomics-package: epiomics: Analysis of Omics Data in Observational Studies
In epiomics: Analysis of Omics Data in Observational Studies
epiomics-package R Documentation
epiomics: Analysis of Omics Data in Observational Studies
Description
A collection of fast and flexible functions for analyzing omics data in observational studies. Multiple different approaches for integrating multiple environmental/genetic factors, omics data, and/or phenotype data are implemented. This includes functions for performing omics wide association studies with one or more variables of interest as the exposure or outcome; a function for performing a meet in the middle analysis for linking exposures, omics, and outcomes (as described by Chadeau-Hyam et al., (2010) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.3109/1354750X.2010.533285")}); and a function for performing a mixtures analysis across all omics features using quantile-based g-Computation (as described by Keil et al., (2019) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1289/EHP5838")}).
Author(s)
Maintainer: Jesse Goodrich jagoodri@usc.edu (ORCID)
epiomics documentation built on April 4, 2025, 1:42 a.m.
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| epiomics-package | R Documentation |
epiomics: Analysis of Omics Data in Observational Studies
Description
A collection of fast and flexible functions for analyzing omics data in observational studies. Multiple different approaches for integrating multiple environmental/genetic factors, omics data, and/or phenotype data are implemented. This includes functions for performing omics wide association studies with one or more variables of interest as the exposure or outcome; a function for performing a meet in the middle analysis for linking exposures, omics, and outcomes (as described by Chadeau-Hyam et al., (2010) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.3109/1354750X.2010.533285")}); and a function for performing a mixtures analysis across all omics features using quantile-based g-Computation (as described by Keil et al., (2019) \Sexpr[results=rd]{tools:::Rd_expr_doi("10.1289/EHP5838")}).
Author(s)
Maintainer: Jesse Goodrich jagoodri@usc.edu (ORCID)
R Package Documentation
Browse R Packages
We want your feedback!
Note that we can't provide technical support on individual packages. You should contact the package authors for that.
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