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The capability of R to do symbolic mathematics is enhanced by the caracaspackage. This package uses the Python computer algebra library SymPy as aback-end but caracas is tightly integrated in the R environment. This enablesthe R user with symbolic mathematics within R at a high abstraction levelrather than using text strings and text string manipulation as the case wouldbe if using SymPy from R directly. We demonstrate how mathematics andstatistics can benefit from bridging computer algebra and data via R. This isdone thought a number of examples and we propose some topics for small studentprojects. The caracas package integrates well with e.g. Rmarkdown, and as suchcreation of scientific reports and teaching is supported.

Computer Algebra in R Bridges a Gap Between Mathematics and Data in the Teaching of Statistics and Data Science