multi_class_lr {fuzzyforest} | R Documentation |
Function to generate multi-class data from a multinomial logistic regression. Assumes there are 5 classes. Only supports two modules for now. Currently this function is used for testing.
multi_class_lr(n, mod1_size = 10, mod2_size = 10, rho = 0.8,
beta = NULL)
n |
Sample size. |
mod1_size |
Size of first module. |
mod2_size |
Size of second module. |
rho |
Correlation of covariates. |
beta |
A matrix of parameters. |
list with design matrix X, outcome y, and beta.
This work was partially funded by NSF IIS 1251151 and AMFAR 8721SC.