MendelianRandomization: an R package for performing Mendelian randomization analyses using summarized data.

ABSTRACT: MendelianRandomization is a software package for the R open-source software environment that performs Mendelian randomization analyses using summarized data. The core functionality is to implement the inverse-variance weighted, MR-Egger and weighted median methods for multiple genetic variants. Several options are available to the user, such as the use of robust regression, fixed- or random-effects models and the penalization of weights for genetic variants with heterogeneous causal estimates. Extensions to these methods, such as allowing for variants to be correlated, can be chosen if appropriate. Graphical commands allow summarized data to be displayed in an interactive graph, or the plotting of causal estimates from multiple methods, for comparison. Although the main method of data entr

SUBMITTER: Yavorska OO 

PROVIDER: S-EPMC5510723 | biostudies-literature | 2017 Dec

REPOSITORIES: biostudies-literature