ivregfit: MR (ivreg) model fitting

In hughesevoanth/glsmr: GAM and linear stratified observational and MR estimates of exposure on outcome

MR (ivreg) model fitting

Description

This function fits instrumental variable (MR, ivreg) models

Usage

ivregfit(
  wdata,
  outcome,
  exposure,
  instrument,
  covariates = NA,
  weights_variable = NA,
  rnt_outcome = FALSE
)

Arguments

wdata	a data frame passed to function containing necessary data for analysis
outcome	a single string character of the column name for the outcome or dependent or response variable
exposure	a single string character of the column name for the exposure or independent or explanatory variable
instrument	a data frame passed to function containing necessary data for analysis
covariates	a character vector that are also column names used to define variables that will be set as covariates.
weights_variable	a single string character of the column name for a weights variable
rnt_outcome	binary TRUE or FALSE if the dependent or response variable should be rank normal transformed.

Value

returns a ivreg object that is a list containing (1) 'fit' a ivreg() object and (2) 'summary' a vector of summary statistics.

Examples

ivregfit()

hughesevoanth/glsmr documentation built on May 14, 2023, 3:41 p.m.