Is there any function in python for partial correlation calculation? A function in R is also useful. I have searched for a while, but in vain.
For python the following link may be helpful to you.
http://stackoverflow.com/questions/3949226/calculating-pearson-correlation-and-significance-in-python
You can use Scikitlearn library for Python , please visit:
http://scikit-learn.org/stable/modules/classes.html#module-sklearn.ensemble.partial_dependence
and
http://scikit-learn.org/stable/modules/covariance.html
I got one simple approach.
http://www.mathworks.cn/help/stats/partialcorr.html
if you want to use it in python, matlab_wrapper may be useful.
I coded a function that should behave like matlab's partialcorr but is written in pure Python:
https://gist.github.com/fabianp/9396204419c7b638d38f
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