Title
mrratio -- Instrumental variable ratio (Wald) estimator
Syntax
mrratio #gd #gdse #gp [#gpse #cov] [, options]
options Description ---------------------------------------------------------------------------------------------- eform exp() estimate and CI limits fieller CI using Fieller's Theorem level(#) set confidence level; default is level(95) nome NOME assumption
Description
mrratio implements the standard instrumental variable ratio (Wald) estimator.
mrratio can generate confidence interval limits using either a standard error from a Taylor series expansion (the default), a standard error using the NOME (no measurement error) in the genotype-phenotype (SNP-exposure) association assumption, or using Fieller's Theorem.
The user needs to have summary level genotype-disease (SNP-outcome) and genotype-phenotype (SNP-exposure) association estimates and their standard errors. If assuming NOME the standard error of the genotype-phenotype (SNP-exposure) association is not required.
It is also optional to provide the covariance between the genotype-disease (SNP-outcome) and genotype-phenotype (SNP-exposure) estimates. If these are from independent samples then this covariance is zero.
#gd genotype-disease (SNP-outcome) association estimate.
#gdse standard error of the genotype-disease (SNP-outcome) association estimate.
#gp genotype-phenotype (SNP-exposure) association estimate.
#gpse standard error of the genotype-phenotype (SNP-exposure) association estimate.
#cov covariance between the genotype-disease (SNP-outcome) and the genotype-phenotype (SNP-exposure) estimates.
Options
eform specifies reporting the exponentiated ratio estimate and confidence interval limits.
fieller specifies deriving the confidence interval using Fieller's Theorem.
level(#); see [R] estimation options.
nome specifies the NOME (no measurement error in the genotype-phenotype [SNP-exposure] association) assumption.
Examples
Hypothetical example . mrratio 1 .5 1 .25
With NOME assumption . mrratio 1 .5 1 .25, nome
With NOME assumption . mrratio 1 .5 1, nome
Exponentiate estimate and CI limits . mrratio 1 .5 1 .25, eform
CI using Fieller's Theorem . mrratio 1 .5 1 .25, fieller
Stored results
mrratio stores the following in e():
Scalars e(fiellerres) Result code from the Fieller CI: . fieller not specified; 1 closed CI; 2 union of two intervals; 3 CI is whole real line e(level) level specified in first call to mrratio.
When fieller specified additional scalars: e(lowerci) lower CI limit e(upperci) upper CI limit
Macros e(cmd) mrratio e(cmdline) command as typed
Matrices e(b) coefficient vector e(V) variance-covariance matrix of the estimate
Author
INCLUDE help mrrobust-author