<<<<<<< HEAD Generate Data for Simulation Studies — DataGeneration • stratifiedSSLGenerate Data for Simulation Studies — DataGeneration • stratifiedSSL

Generate Data for Simulation Studies

Generate Data for Simulation Studies

<<<<<<< HEAD 
DataGeneration(
  n_lab,
  n_unlab,
  p,
  rho,
  signal = c(1, 1, 0.5, 0.5),
  model_specification = "outcome_correct_imputation_correct",
  num_strata = 2
)
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Usage

DataGeneration(
  n_lab,
  n_unlab,
  p,
  rho,
  signal = c(1, 1, 0.5, 0.5),
  model_specification = "outcome_correct_imputation_correct",
  num_strata = 2
)
>>>>>>> e32a060aec520f495c0371cd7ee97e715754fa71

Arguments

n_lab

Size of labeled data.

n_unlab

Size of unlabeled data.

p

Number of covariates.

rho

Covariance parameter for AR-1 covariance structure.

signal

Values of nonzero regression parameters.

model_specification

Choice of model specification.

num_strata

Number of strata for stratified sampling.

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Value

List of relevant data objects.

=======

Value

List of relevant data objects.

>>>>>>> e32a060aec520f495c0371cd7ee97e715754fa71