R: Ensemble Meta-Prediction Framework

# Ensemble Meta-Prediction Framework

## Documentation for package ‘MetaIntegration’ version 0.1.2

- DESCRIPTION file
- Package README

## Help Pages

asympVar_LinReg | Asymptotic variance-covariance matrix for gamma_Int and gamma_CML for linear regression (continuous outcome Y)
asympVar_LogReg | Asymptotic variance-covariance matrix for gamma_Int and gamma_CML for logistic regression (binary outcome Y)
expit | Expit
fxnCC_LinReg | Constraint maximum likelihood (CML) method for linear regression (continuous outcome Y)
fxnCC_LogReg | Constraint maximum likelihood (CML) method for logistic regression (binary outcome Y)
get_gamma_EB | Calculate the empirical Bayes (EB) estimates
get_OCW | Obtain the proposed Optimal Covariate-Weighted (OCW) estimates
get_SCLearner | Obtain the proposed Selective Coefficient-Learner (SC-Learner) estimates
get_var_EB | Using simulation to obtain the asymptotic variance-covariance matrix of gamma_EB, package corpcor and MASS are required