discretizeQuant {DisimForMixed} R Documentation

## Descretize Quantitative Variables.

### Description

Takes in a data frame which contains only Quantitative varables in columns. Standadize the variables. Discretize quantitative variables and returns discretized quantitative variables. Discretization was performed by equal width bining algorithm.

### Usage

discretizeQuant(myDataQuant, noice = TRUE)


### Arguments

 myDataQuant A data frame which includes quantitative variables in columns. noice Noice indicator. If noice = TRUE data standerdization is done by deviding the difference between data point and median of the variable by the range of the variable. If noice = FALSE data standerdization is done by deviding the difference between data point and mean of the variable by the standard deviation of the variable.

### Value

A data frame consists of discretized quantitative variables.

### Examples

QuantVars <- data.frame(Qnvar1 = c(1.5,3.2,4.9,5), Qnvar2 = c(4.8,2,1.1,5.8))
Discretized <- discretizeQuant(QuantVars)


[Package DisimForMixed version 0.2 Index]