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misPRIME (version 0.1.0)

Partial Replacement Imputation Estimation for Missing Covariates

Description

Partial Replacement Imputation Estimation (PRIME) can overcome problems caused by missing covariates in additive partially linear model. PRIME conducts imputation and regression simultaneously with known and unknown model structure. More details can be referred to Zishu Zhan, Xiangjie Li and Jingxiao Zhang. (2022) .

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Version

Install

install.packages('misPRIME')

Monthly Downloads

154

Version

0.1.0

License

GPL-3

Maintainer

Zishu Zhan

Last Published

June 1st, 2022

Functions in misPRIME (0.1.0)

PRIME

Partial Replacement IMputation Estimation (PRIME) for Missing Covariates
PRIME_SimuData

prime_SimuData An Example of Simulated Data for PRIME