pharmr (version 1.4.0)

sample_individual_estimates: sample_individual_estimates

Description

Sample individual estimates given their covariance.

Usage

sample_individual_estimates(
  model,
  individual_estimates,
  individual_estimates_covariance,
  parameters = NULL,
  samples_per_id = 100,
  seed = NULL
)

Value

(data.frame) Pool of samples in a DataFrame

Arguments

model

(Model) Pharmpy model

individual_estimates

(data.frame) Individual estimates to use

individual_estimates_covariance

(data.frame) Uncertainty covariance of the individual estimates

parameters

(array(str) (optional)) A vector of a subset of individual parameters to sample. Default is NULL, which means all.

samples_per_id

(numeric) Number of samples per individual

seed

(numeric (optional)) Random number generator or seed

See Also

sample_parameters_from_covariance_matrix : Sample parameter vectors using the

uncertainty covariance matrix

sample_parameters_uniformly : Sample parameter vectors using uniform distribution

Examples

if (FALSE) {
model <- load_example_model("pheno")
results <- load_example_modelfit_results("pheno")
rng <- create_rng(23)
ie <- results$individual_estimates
iec <- results$individual_estimates_covariance
sample_individual_estimates(model, ie, iec, samples_per_id=2, seed=rng)
}