generate_acceptable_data_cpp: Generate data that is accepted by ABC.

In lgaborini/rdirdirgamma: Generate samples from Dirichlet-Dirichlet-Gamma model, and perform ABC.

Description

Generate data that is accepted by ABC.

Usage

generate_acceptable_data_cpp(
  n_sample,
  m_sample,
  alpha_0,
  beta_0,
  nu_0,
  mtx_obs,
  summarize_eps,
  reps,
  max_iter,
  p_norm,
  use_optimized_summary
)

Arguments

n_sample	hyperparameters that are used to generate data: number of samples per source
m_sample	hyperparameters that are used to generate data: number of sources
alpha_0	hyperparameters that are used to generate data
beta_0	hyperparameters that are used to generate data
nu_0	hyperparameters that are used to generate data
mtx_obs	the observed data matrix
summarize_eps	ABC thresholds: as many as summary statistics
reps	how many datasets are returned
max_iter	how many iterations are tried
p_norm	exponent of the L^p norm (can be Inf) (default: 2)
use_optimized_summary	if TRUE, return the optimized summary statistics (mean, sd, kurtosis, skewness), else standard (mean, sd)

Value

a (n x n_obs x p) array of generated data

See Also

Other ABC functions: compute_ABC_cpp(), compute_distances_gen_obs_cpp(), sample_ABC_rdirdirgamma_beta_cpp()

lgaborini/rdirdirgamma documentation built on March 6, 2021, 3:05 p.m.