trim_it: Trim a data frame or an S3 object

In CausalGPS: Matching on Generalized Propensity Scores with Continuous Exposures

Trim a data frame or an S3 object

Description

Trims a data frame or an S3 object's .data attributs.

Usage

trim_it(data_obj, trim_quantiles, variable)

Arguments

data_obj	A data frame or an S3 object containing the data to be trimmed. For a data frame, the function operates directly on it. For an S3 object, the function expects a .data attribute containing the data.
trim_quantiles	A numeric vector of length 2 specifying the lower and upper quantiles used for trimming the data.
variable	The name of the variable in the data on which the trimming is to be applied.

Value

Returns a trimmed data frame or an S3 object with the $.data attribute trimmed, depending on the input type.

Examples

# Example usage with a data frame
df <- data.frame(id = 1:10, value = rnorm(100))
trimmed_df <- trim_it(df, c(0.1, 0.9), "value")

# Example usage with an S3 object
data_obj <- list()
class(data_obj) <- "myobject"
data_obj$.data <- df
trimmed_data_obj <- trim_it(data_obj, c(0.1, 0.9), "value")

CausalGPS documentation built on June 22, 2024, 9:31 a.m.