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The authors have put great effort into rewriting this final chapter for the third edition of I Statistical Analysis with Missing Data i and have made the examples and discussion very relevant for contemporary data analysts. The authors detail estimates for uncertainty for the point estimates introduced in Chapter 4. At the end of Chapter 11, the authors revisit the relation between measurement error and missing data that was briefly introduced in Chapter 1. [Extracted from the article]