Imputation of Binary Treatment Variables With Measurement Error in Administrative Data

1 December 2005

journal article
Published by Taylor & Francis in Journal of the American Statistical Association

Vol. 100 (472) , 1123-1132
https://doi.org/10.1198/016214505000000754

Abstract

Administrative systems—specifically, cancer registries—can be a valuable data source for studies of health care; however, provision of adjuvant chemotherapy or radiation therapy is often underrepor...

Keywords

ADMINISTRATIVE RECORDS
CANCER
ERRORS IN VARIABLES
HIERARCHICAL MODEL
MISSING DATA
MULTIPLE IMPUTATION
SENSITIVITY

This publication has 2 references indexed in Scilit:

Bayesianly Justifiable and Relevant Frequency Calculations for the Applied Statistician
The Annals of Statistics, 1984
Inference and missing data
Biometrika, 1976