for implementing methods to adjust for measurement error and misclassification

One of the barriers for dealing with measurement error is the lack of knowledge about the use of the available software for implementing analyses that adjust for measurement error and misclassification. Available software is summarized in the following and in the main guidance paper.

Regression calibration


Likelihood methods

Bayesian methods

Moment reconstruction and moment-adjusted imputation

Multiple imputation

Estimating distributions