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Table 4 Ratio of estimated standard errors: BELHES 2018 clinical data/adjusted BHIS 2018 data

From: Using random-forest multiple imputation to address bias of self-reported anthropometric measures, hypertension and hypercholesterolemia in the Belgian health interview survey

 

Regression calibration

Classic multiple imputation

Random-forest multiple imputation

Overweight

1.77

2.10

2.10

Obesity

2.13

1.86

1.93

Hypertension

1.10

2.07

2.10

Hypercholesterolemia

0.32

1.71

1.73

  1. BHIS Belgian health interview survey, BELHES Belgian Health examination survey
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BMC Medical Research Methodology

ISSN: 1471-2288

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