Q: How to rephrase this part ot the intro?

[hanneoberman]

I struggle with the last three sentences of this paragraph. All three contain a ':'. Help?

The goal of this research project is to develop novel methodology and guidelines for evaluat-
ing MI methods. These evaluation measures and guidelines will subsequently be implemented
in an interactive evaluation framework for multiple imputation to aid applied researchers in
drawing valid inference from incomplete datasets. This note provides the theoretical foun-
dation for one of these evaluation measures that is vital in evaluating MI procedures: a
diagnostic to assess convergence of the MI algorithm. More specifically, this note focuses
on the MI algorithm that is implemented in the R package mice: ‘Multiple Imputation us-
ing Chained Equations’ (MICE). The research question that will be addressed is: ‘How to
diagnose convergence of the multiple imputation algorithm MICE?’.