Bias Correction Methods for Models Using Synthetic Data

---

Documentation for package ‘MLBC’ version 0.2.2

• DESCRIPTION file.

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