Quantile Regression-Based Multiple Imputation of Missing Values — An Evaluation and Application to Corporal Punishment Data
Quantile regression (QR) is a valuable tool for data analysis and multiple imputation (MI) of missing values – especially when standard parametric modelling assumptions are violated. Yet, Monte Carlo simulations that systematically evaluate QR-based MI in a variety of different practically relevant...
Main Authors: | , , , , |
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Format: | Article |
Language: | English |
Published: |
PsychOpen GOLD/ Leibniz Institute for Psychology
2021-09-01
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Series: | Methodology |
Subjects: | |
Online Access: | https://meth.psychopen.eu/index.php/meth/article/view/2317 |