Distributed Linear Regression Models with Response Missing Variables


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Documentation for package ‘DLMRMV’ version 0.2.0

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AVGM Averaged Generalized Method of Moments Imputation (AVGM)
CSLMI CSLMI: Consensus-based Stochastic Linear Multiple Imputation (Simplified Version)
DAVGMMI Impute Missing Values in Response Variable Y Using Distributed AVGMMI Method (With Grouping)
DCSLMI Distributed and Consensus-Based Stochastic Linear Multiple Imputation (DCSLMI)
EMRE EM Algorithm for Linear Regression with Missing Data
ERLS Exponentially Weighted Recursive Least Squares with Missing Value Imputation
fiMI fiMI: Predict Missing Response Variables using Multiple Imputation
FimIMI FimIMI: Multiple Runs of Improved Multiple Imputation (IMI)
GMD Generate Missing Data function
IMI Improved Multiple Imputation (IMI) Estimation
LS Least Squares Estimation for Grouped Data with Ridge Regularization
PMMI Predictive Mean Matching with Multiple Imputation
PPLS Penalized Partial Least Squares (PPLS) Estimation