I am working on this project which requires analyzing a large (>50GB) dataset in a server, both in Stata and MATLAB. Both parts are required and I cannot use only one of them.
My ultimate goal is to generate a .tex file named something like commands.tex
which looks like this:
\newcommand{\var1}{val1}
\newcommand{\var2}{val2} % MATLAB file matlab_file.m on DD/MM/YYYY
\newcommand{\var3}{val3} % Stata file stata_file.m on DD/MM/YYYY
...
where variables are ordered alphabetically and each of the values is most probably a number. Note that the commands in the comments would help me trace where did I generate the values. The usage of the file is so that after a preamble I can use LaTeX on the following way:
<preamble>
\input{commands.tex}
\begin{document}
Variable 1 has a value of \var1 and variable 2 has a value of \var2.
\end{document}
The purpose of this is so that I can analyze locally (or remotely) a sample, say of 0.1 or 10 percent of the total observations, write a report with those, and then run the analysis again with a bigger size. I want to completely eliminate the chances of me copying a number wrong.
I am trying to write some code both in MATLAB and Stata, but I think that is beyond my expertise, and would be very grateful if someone could help me figure out how to do it. To be honest, I feel I would be able to do the MATLAB part but the Stata I have no idea.
Stata code
What I am trying to do is to generate a command that takes as an input a name and a scalar and as an output defines the corresponding variable in my commands.tex
file detailed above. My goal is to be able to generate something like this:
sysuse auto
reg price weight
define_variable PriceWeight = _b[weight], format(%4.2f)
and what I hope the code to do is that:
- If
\newcommand{\PriceWeight}
does not exist incommands.tex
then it adds its value to the list, preserving the alphabetical order. - If the variable exists then it deletes its value and rewrites above it, with the value given in the scalar.
I know how to give the values to a program in Stata, but I do not exactly know how to use those values and perform the necessary commands. The syntax is something like:
program define define_variable
syntax anything = X, [format(string)]
<other code>
end
Note: Of course, I need something way deeper than regression coefficients, but as a simple example this would suffice.
MATLAB code
This seems to be easier in MATLAB, but I do not know exactly how to automate the process. In MATLAB what I want to be able to do is something like:
clc; clear;
PriceWeight = 3
define_variable('PriceWeight',PriceWeight,format)
again where it automatically goes to the single file and updates it accordingly. Any hel[p with be very much appreciated.