Instrumental Variable Analysis in Case-Control Association Studies

Mendelian randomization (MR) analysis is a special case of instrumental variable analysis with genetic instruments. It is used to estimate the unconfounded causal effect of an exposure. This package implements estimating and testing methods in Zhang et al. (2019) for MR analysis in case-control studies. It (1) estimates the causal effect of a quantitative exposure by the quasi empirical likelihood approach; (2) uses Lagrange multiplier test for testing the presence of causal; (3) provides a test for the presence of confounder.


Reference manual

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install.packages("iva")

0.1.0 by Han Zhang, 8 years ago


Browse source code at https://github.com/cran/iva


Authors: Han Zhang , Kai Yu


Documentation:   PDF Manual  


MIT + file LICENSE license


Imports ucminf, Formula


See at CRAN