generate_data | R Documentation |
Data generation function for simulation and demonstration A sine-bump setting has been employed.
generate_data( n, true.theta = c(1, 1, 1)/sqrt(3), family = "gaussian", ncopy = 1 )
n |
sample size |
true.theta |
true single-index coefficients, default is c(1,1,1)/sqrt(3) for setting 1 and c(1,2)/sqrt(5) for other settings |
family |
chose from "gaussian", "binomial" or "poisson". |
ncopy |
generates multiple copies of data for Monte Carlo simulations |
X single index predictors
Y response variables, a list
Z partial linear predictor(s)
single_index_values single index term
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