morf (version 1.0.0)

summary.morf.marginal: Summary Method for morf.marginal Objects

Description

Summarizes an morf.marginal object.

Usage

# S3 method for morf.marginal
summary(object, latex = FALSE, ...)

Value

Summarizes an morf.marginal object.

Arguments

object

An morf.marginal object.

latex

If TRUE, prints LATEX code.

...

Further arguments passed to or from other methods.

Author

Riccardo Di Francesco

Details

Compilation of the LATEX code requires the following packages: booktabs, float, adjustbox. If standard errors have been estimated, they are printed in parenthesis below each point estimate.

See Also

morf, marginal_effects.

Examples

## Load data from orf package.
set.seed(1986)

library(orf)
data(odata)
odata <- odata[1:200, ] # Subset to reduce elapsed time.

y <- as.numeric(odata[, 1])
X <- as.matrix(odata[, -1])

## Fit morf. Use large number of trees.
forests <- morf(y, X, n.trees = 4000)

## Marginal effects at the mean.
me <- marginal_effects(forests, eval = "atmean")
summary(me)
summary(me, latex = TRUE)

# \donttest{
## Add standard errors.
honest_forests <- morf(y, X, n.trees = 4000, honesty = TRUE)
honest_me <- marginal_effects(honest_forests, eval = "atmean", inference = TRUE)
summary(honest_me, latex = TRUE)# }