dlookr (version 0.6.3)

summary.transform: Summarizing transformation information

Description

print and summary method for "transform" class.

Usage

# S3 method for transform
summary(object, ...)
# S3 method for transform
print(x, ...)

Arguments

object

an object of class "transform", usually, a result of a call to transform().

...

further arguments passed to or from other methods.

x

an object of class "transform",usually, a result of a call to transform().

Details

summary.transform compares the distribution of data before and after data transformation.

See Also

transform, plot.transform.

Examples

# \donttest{
# Standardization ------------------------------
creatinine_minmax <- transform(heartfailure$creatinine, method = "minmax")
creatinine_minmax
summary(creatinine_minmax)

plot(creatinine_minmax)

# Resolving Skewness  --------------------------
creatinine_log <- transform(heartfailure$creatinine, method = "log")
creatinine_log
summary(creatinine_log)

plot(creatinine_log)

plot(creatinine_log, typographic = FALSE)
# }