I have developed a logistic regression based prognostic model in Stata. Is there any way to develop an app using this logistic regression equation (from Stata)?
Most of the resources I found require me to develop the model from scratch in Python/R and then develop the app using streamlit/Shiny etc.
However, I am looking for a resource where I could use the coefficients and intercept values from Stata based model rather than build model from scratch in python.
Dear Ahmed Waqas
Please take a look at the following links, these might be helpful:
https://ideas.repec.org/p/boc/usug15/16.html
https://www.stata.com/meeting/germany17/slides/Germany17_LoMagno.pdf
Kind regards,
Cecilia-Irene Loeza-Mejía
Ahmed Waqas
I suggest reading this article: Article Development of a dynamic interactive web tool to enhance und...
Ideally I would also translate the stata code into python but of course if your stata codebase is large enough it will be unnecessary workload. I could recommend you to perhaps have a look at this library:
https://www.stata.com/new-in-stata/pystata/
It allows you to invoke stata directly from a python environment. So if you are working on streamlit app then perhaps you could use your stata model as an api and send a request for prediction through PyStata library.
I hope it works :) Good luck.
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