Measurement error correction methods applied to NHANES data
Keogh, R
and Bartlett, J
(2019).
Measurement error correction methods applied to NHANES data.
[Dataset].
Github.
https://github.com/ruthkeogh/meas_error_handbook
and Bartlett, J
(2019).
Measurement error correction methods applied to NHANES data.
[Dataset].
Github.
https://github.com/ruthkeogh/meas_error_handbook
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,.
Keywords
National Health and Nutrition Examination Survey; NHANES; Measurement error| Item Type | Dataset |
|---|---|
| Resource Type |
Resource Type Resource Description Software R script |
| Capture method | Simulation |
| Date | 22 July 2019 |
| Language(s) of written materials | English |
| Creator(s) |
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 |
| Date Deposited | 12 Feb 2020 14:31 |
| Last Modified | 03 Feb 2026 14:02 |
| Publisher | Github |
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