descrdata: Main Characteristics of the Dataset

In plspolychaos: Sensitivity Indexes from Polynomial Chaos Expansions and PLS

Description

Display the number of rows, the mean, standard deviation, range and correlations of the inputs and output.

Usage

descrdata(X, Y)

Arguments

X	matrix with as many columns as inputs. Dataset of inputs.
Y	vector of length equal to the number of rows in X. Model outputs.

Value

Nothing. It is a display function.

Examples

### Load the dataset
load(system.file("extdata",  "ishigami200.Rda", package="plspolychaos"))
X <- ishi200[, -ncol(ishi200)] # inputs
Y <- ishi200[,  ncol(ishi200)] # output
### Data characteristics
descrdata(X, Y)

plspolychaos documentation built on May 29, 2017, 10:44 a.m.