Software
for implementing methods to adjust for measurement error and misclassification
Multiple imputation
| Software | Procedure / Package | Notes | References |
|---|---|---|---|
| R | Packages mice | Standard multiple imputation when a validation substudy is available. | Van Buuren & Groothuis-Oudshoorn 2011 |
| Package smcfcs | Multiple imputation in the settings of a validation substudy or a replicates substudy. Measurement error and missing data can be addressed simultaneously. | ||
| SAS | PROC MI | Standard multiple imputation when a validation substudy is available. | |
| STATA | Packages mi impute and smcfcs | Standard multiple imputation when a validation substudy is available. | Bartlett & Morris 2015 |