<<<<<<< HEAD Density ratio regression_ — DensityRatioRegression • stratifiedSSLDensity ratio regression_ — DensityRatioRegression • stratifiedSSL

Density ratio regression_

Density ratio regression_

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DensityRatioRegression(
  basis_labeled,
  basis_unlabeled,
  X_labeled,
  X_unlabeled,
  y,
  samp_prob,
  lambda = NULL
)
=======

Usage

DensityRatioRegression(
  basis_labeled,
  basis_unlabeled,
  X_labeled,
  X_unlabeled,
  y,
  samp_prob,
  lambda = NULL
)
>>>>>>> e32a060aec520f495c0371cd7ee97e715754fa71

Arguments

basis_labeled

Basis matrix for labeled data set_

basis_unlabeled

Basis matrix for unlabeled data set_

X_labeled

Covariate matrix for labeled data set_

X_unlabeled

Covariate matrix for unlabeled data set_

y

Numeric outcome vector_

samp_prob

Numeric vector of weights_

lambda

Penalization parameter for initial ridge estimator_

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Value

Vector containing regression coefficients_

=======

Value

Vector containing regression coefficients_

>>>>>>> e32a060aec520f495c0371cd7ee97e715754fa71