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Response-based multiple imputation method for minimizing the impact of covariate detection limit in logistic regression

Authors :
Zahirul Hoque
Shahadut Hossain
Jacek Wesołowski
Source :
Communications in Statistics - Theory and Methods. 50:371-386
Publication Year :
2019
Publisher :
Informa UK Limited, 2019.

Abstract

Presence of detection limit (DL) in covariates causes inflated bias and inaccurate mean squared error to the estimators of the regression parameters. This paper suggests a response-driven multiple ...

Details

ISSN :
1532415X and 03610926
Volume :
50
Database :
OpenAIRE
Journal :
Communications in Statistics - Theory and Methods
Accession number :
edsair.doi...........6f8c63b7366cc1823f8d75e865815568
Full Text :
https://doi.org/10.1080/03610926.2019.1635699