data_pltr: gpltr data example

In GPLTR: Generalized Partially Linear Tree-Based Regression Model

gpltr data example

Description

A data frame to test the functions of the package

Usage

data(data_pltr)

Format

A data frame with 3000 observations on the following 16 variables.

G1

a numeric vector

G2

a factor with levels 0 1

G3

a factor with levels 0 1

G4

a factor with levels 0 1

G5

a factor with levels 0 1

G6

a binary numeric vector

G7

a binary numeric vector

G8

a binary numeric vector

G9

a binary numeric vector

G10

a binary numeric vector

G11

a binary numeric vector

G12

a binary numeric vector

G13

a binary numeric vector

G14

a binary numeric vector

G15

a binary numeric vector

Y

a binary numeric vector

Details

The numeric variable G1 is considered as offset in the simulated PLTR model; the variables G2,...,G5 are used to simulate the tree part, while G6,...,G15 are noise variables.

Examples

data(data_pltr)
## maybe str(data_pltr) ...

GPLTR documentation built on Aug. 27, 2023, 1:06 a.m.