datasim: Simulated dataset for gamma family based PLSR

In bootPLS: Bootstrap Hyperparameter Selection for PLS Models and Extensions

Simulated dataset for gamma family based PLSR

Description

This dataset provides a simulated dataset for gamma family based PLSR that was created with the simul_data_UniYX_gamma function.

Format

A data frame with 200 observations on the following 8 variables.

Ygamma

a numeric vector

X1

a numeric vector

X2

a numeric vector

X3

a numeric vector

X4

a numeric vector

X5

a numeric vector

X6

a numeric vector

X7

a numeric vector

X8

a numeric vector

Examples

data(datasim)
X_datasim_train <- datasim[1:140,2:8]
y_datasim_train <- datasim[1:140,1]
X_datasim_test <- datasim[141:200,2:8]
y_datasim_test <- datasim[141:200,1]
rm(X_datasim_train,y_datasim_train,X_datasim_test,y_datasim_test)

bootPLS documentation built on Sept. 30, 2024, 9:13 a.m.