Install Intel MKL in RStudio image

[mbarison]

Intel MKL can speed matrix algebra computations by 60x

https://www.intel.com/content/www/us/en/developer/articles/technical/using-onemkl-with-r.html

This is a necessary feature for all survey programs.

mkl can be installed with conda in the base image