resample_param_rsmplx {gofreg} | R Documentation |
Parametric resampling scheme for a parametric regression model with resampling of covariates
Description
Generate a new, resampled dataset of the same shape as data
following the given model. The covariates are resampled from data$x
and
the response variables are drawn according to model$sample_yx()
.
Usage
resample_param_rsmplx(data, model)
Arguments
data |
|
model |
ParamRegrModel to use for the resampling |
Value
data.frame()
with columns x and y containing the resampled data
Examples
# Create an example dataset
n <- 10
x <- cbind(runif(n), rbinom(n, 1, 0.5))
model <- NormalGLM$new()
params <- list(beta = c(2, 3), sd = 1)
y <- model$sample_yx(x, params = params)
data <- dplyr::tibble(x = x, y = y)
# Fit the model to the data
model$fit(data, params_init = params, inplace = TRUE)
# Resample from the model given data
resample_param(data, model)
[Package gofreg version 1.0.0 Index]