Bias Correction Methods for Models Using Synthetic Data


[Up] [Top]

Documentation for package ‘MLBC’ version 0.2.2

Help Pages

ols Ordinary Least Squares (OLS) regression
ols.default Ordinary Least Squares (OLS) regression
ols.formula Ordinary Least Squares (OLS) regression
ols_bca Additive bias-corrected OLS (BCA)
ols_bca.default Additive bias-corrected OLS (BCA)
ols_bca.formula Additive bias-corrected OLS (BCA)
ols_bca_topic Additive bias-corrected OLS for topic models (BCA-Topic)
ols_bca_topic.default Additive bias-corrected OLS for topic models (BCA-Topic)
ols_bca_topic.formula Additive bias-corrected OLS for topic models (BCA-Topic)
ols_bcm Multiplicative bias-corrected OLS (BCM)
ols_bcm.default Multiplicative bias-corrected OLS (BCM)
ols_bcm.formula Multiplicative bias-corrected OLS (BCM)
ols_bcm_topic Multiplicative bias-corrected OLS for topic models (BCM-Topic)
ols_bcm_topic.default Multiplicative bias-corrected OLS for topic models (BCM-Topic)
ols_bcm_topic.formula Multiplicative bias-corrected OLS for topic models (BCM-Topic)
one_step One-step maximum likelihood estimation
one_step.default One-step maximum likelihood estimation
one_step.formula One-step maximum likelihood estimation
SD_data Job postings dataset
topic_model_data Topic model dataset