Comments (2)
Hi @tueda , thanks for your feedback!
Interesting to see LinearRegDiagnostic
. Never seen it before, it certainly wasn't there when I implemented lmdiag
4 years ago.
Looking quickly over their code, they do some calculations smarter than I did!
To be honest, looking at lmdiag
now, with 4 years more experience, I think its code quality is really poor. E.g. with the same calculations being repeated for the various plots etc...
Unfortunately, I don't have the sparetime for a rewrite (which would be best). I see some low effort optimizations, which could give ~20% speed-up, and which I might be able to do, but I'm not sure if it's worth it:
I wonder if it makes more sense to archive lmdiag
and redirect people to the faster and more feature-rich LinearRegDiagnostic
instead?
May I ask, why you would prefer to use lmdiag
instead of LinearRegDiagnostic
?
(It's a shame, that they implemented this only as an "example" (w/o license?) and not integrated it in statsmodels
...)
from lmdiag.
Interesting to see
LinearRegDiagnostic
. Never seen it before, it certainly wasn't there when I implementedlmdiag
4 years ago.
Indeed, the example notebook has appeared in v0.14.0, which is rather new.
Unfortunately, I don't have the sparetime for a rewrite (which would be best). I see some low effort optimizations, which could give ~20% speed-up, and which I might be able to do, but I'm not sure if it's worth it:
I understand that you are busy and that it is not easy to devote time to maintaining and improving the library. This is not urgent.
May I ask, why you would prefer to use
lmdiag
instead ofLinearRegDiagnostic
?
Personally, I prefer the simple syntax lmdiag.plot(res)
to LinearRegDiagnostic(res)()
. Another important advantage of lmdiag
is that it can be easily installed by pip
. It is very handy for use with Google Colab etc.: much better than copying long code from the example notebook.
from lmdiag.
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