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I can't find a demo video oshowing the use of Stata with Markdoc, but it works in a similar manner to Rmarkdown below. Markdoc is the glue making literate programming possible in Stata. For many econometricians, their go-to package will be Stata.
STATA MP VS E SOFTWARE
Over the past couple of years, I have considered the following software packages for fulfilling all the requirements listed above:
STATA MP VS E PDF
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![stata mp vs e stata mp vs e](https://www.stata.com/statistics-your-way/i/sbentler.png)
You will need to adopt a new workflow and there are substantial fixed costs.Of course there are some downsides such as You can easily convert your document into multiple outputs (blog posts, pdf documents, tables, raw code files, etc.).The document is your computing environment, so there is no need to create figures and tables elsewhere and then insert them later.
STATA MP VS E FULL
There is minimal time spent getting back up to speed on projects that have been sitting on the back burner since the document contains the full evolution of a project including the initial notes, ideas, code, results, tables, figures, and up to the submitted manuscript.It is my view that this will be expected in most scientific journals over the next few decades.īesides the huge benefits of full reproducibility and quick sharing of research that literate programming brings, I have found other advantages: The researcher shares this file with other researchers rather than the only a pdf of the paper, making the research fully reproducible by executing the dynamic document. Perhaps most importantly, this dynamic document can be executed to produce the academic paper. Since literate programming aims to store the accumulated scientific knowledge of the research project in one document, the software package must allow for the reproduction of data cleaning and data analysis steps, store the record of methods used, generate results dynamically and use these for the writeup, and be executable by including the computational environment. This post describes my experience implementing reproducible research and literate programming methods for commonly used econometric software packages. Jump straight to the discussion on Stata and Emacs Org Mode