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<p>The vignette introduces a technique for coping with the problem of systematically missing data in longitudinal social and political surveys.</p> <p>The project combines many aspects of open science:</p> <ul> <li> <p>The multiple imputation procedure was implemented in R, a programming language and free software environment for statistical computing.</p> </li> <li> <p>The text and the code of the vignette were prepared in R markdown, a form of literate programming. Literate programming makes research more transparent and reproducible. It is also a nice tool for the development of open educational resources (OER).</p> </li> <li> <p>Finally, all the material of the vignette is on my <a href="https://github.com/jolyphil/mi-survey-harmonization" rel="nofollow">GitHub</a> page, where users can clone the repository, comment, and suggest modifications.</p> </li> </ul>
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