Print, summary, coef, se, and confint methods for DML bounds

Methods for objects of class dml.bounds created with dml_bounds.

# S3 method for class 'dml.bounds'
print(x, ...)

# S3 method for class 'dml.bounds'
summary(object, combine.method = "median", ...)

# S3 method for class 'summary_dml.bounds'
print(x, digits = 2, ...)

# S3 method for class 'dml.bounds'
coef(object, combine.method = "median", ...)

# S3 method for class 'dml.bounds'
se(object, combine.method = "median", ...)

# S3 method for class 'dml.bounds'
confint(object, parm = NULL, level = 0.95, combine.method = "median", ...)

# S3 method for class 'confidence.bounds'
print(x, ...)

Arguments

x

an object of class dml.bounds or summary_dml.bounds.

...

arguments passed to other methods.

object

an object of class dml.bounds.

combine.method

method to combine the results of each repetition. Options are mean and median. Default is median.

digits

number of significant digits to print.

parm

character vector with the names of parameters.

level

confidence level. Default is 0.95.

Value

For print and summary: the object, printed to console. For coef: a matrix of coefficient estimates. For se: a matrix of standard errors. For confint: a list of confidence interval matrices.