plot_covariance: Plot the covariance
In joemarlo/plotBart: Diagnostic and Plotting Functions to Supplement 'bartCause'
plot_covariance R Documentation
Plot the covariance
Description
Visualize balance of the covariance of variables between treatment and control groups. Balance plot reflects balance in standardized units.
Usage
plot_covariance(.data, treatment, confounders)
Arguments
.data
dataframe
treatment
the column denoted treatment. Must be binary.
confounders
character list of column names denoting the X columns of interest
Value
ggplot object
Author(s)
George Perrett
Examples
data(lalonde)
plot_covariance(lalonde, 'treat', c('re75','re74' , 'age', 'educ')) + labs(title = 'My new title')
joemarlo/plotBart documentation built on May 31, 2024, 12:22 p.m.
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| plot_covariance | R Documentation |
Plot the covariance
Description
Visualize balance of the covariance of variables between treatment and control groups. Balance plot reflects balance in standardized units.
Usage
plot_covariance(.data, treatment, confounders)
Arguments
.data |
dataframe |
treatment |
the column denoted treatment. Must be binary. |
confounders |
character list of column names denoting the X columns of interest |
Value
ggplot object
Author(s)
George Perrett
Examples
data(lalonde)
plot_covariance(lalonde, 'treat', c('re75','re74' , 'age', 'educ')) + labs(title = 'My new title')
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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