<<<<<<< HEAD Component-wise minimum variance semi-supervised regression. — SemiSupervisedMinVarRegression • stratifiedSSLComponent-wise minimum variance semi-supervised regression. — SemiSupervisedMinVarRegression • stratifiedSSL

Component-wise minimum variance semi-supervised regression.

Component-wise minimum variance semi-supervised regression.

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SemiSupervisedMinVarRegression(
  beta_SSL,
  beta_SL,
  beta_SSL_se,
  beta_SL_se,
  resids_imp,
  resids_beta_SL,
  X_labeled,
  X_unlabeled,
  epsilon = NULL
)
=======

Usage

SemiSupervisedMinVarRegression(
  beta_SSL,
  beta_SL,
  beta_SSL_se,
  beta_SL_se,
  resids_imp,
  resids_beta_SL,
  X_labeled,
  X_unlabeled,
  epsilon = NULL
)
>>>>>>> e32a060aec520f495c0371cd7ee97e715754fa71

Arguments

beta_SSL

Semi-supervised regression coefficient vector.

beta_SL

Supervised regression coefficient vector.

beta_SSL_se

Semi-supervised regression standard error.

beta_SL_se

Supervised regression standard error.

resids_imp

Residuals from the imputation model.

resids_beta_SL

Residuals from the supervised regression model.

X_labeled

Covariate matrix for labeled data set.

X_unlabeled

Covariate matrix for unlabeled data set.

epsilon

Small offset to help with numerical stability.

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Value

List with parameter and SE est as well as estimated min_var_weights.

=======

Value

List with parameter and SE est as well as estimated min_var_weights.

>>>>>>> e32a060aec520f495c0371cd7ee97e715754fa71