Measurement error correction methods applied to NHANES data

Keogh, R and Bartlett, J. 2019. Measurement error correction methods applied to NHANES data. [Online]. Github. Available from: https://github.com/ruthkeogh/meas_error_handbook

Keogh, R and Bartlett, J. Measurement error correction methods applied to NHANES data [Internet]. Github; 2019. Available from: https://github.com/ruthkeogh/meas_error_handbook

Keogh, R and Bartlett, J (2019). Measurement error correction methods applied to NHANES data. [Data Collection]. Github. https://github.com/ruthkeogh/meas_error_handbook

Description

Provides R code for performing analyses to correct for the impact of measurement error. The analyses are applied to example data from the Third National Health and Nutrition Examination Survey (NHANES III), which is provided in a csv file. The analysis of interest is a Cox regression with outcome of death due to cardiovascular disease and explanatory variables age, sex, diabetes status, smoking status, and systolic blood pressure (SBP). SBP is subject to measurement error and a repeated measurement is available in a subset of the cohort. Smoking status is subject to missing data,.

Methods

Data capture method	Simulation
Date (Date published in a 3rd party system)	22 July 2019
Language(s) of written materials	English

People & Groups

Data Creators	Keogh, R and Bartlett, J
LSHTM Faculty/Department	Faculty of Epidemiology and Population Health > Dept of Medical Statistics
Participating Institutions	London School of Hygiene & Tropical Medicine, London, United Kingdom