On Wed, Nov 30, 2011 at 8:41 PM, <josef.pktd@gmail.com> wrote:
<forwarding from numpy mailing list>
On Wed, Nov 30, 2011 at 1:16 PM, Chao YUE <chaoyuejoy@gmail.com> wrote:
Hi all,
This is more a question for the scipy-user mailing list since that is for more general question.
I would also like to know since I have a biased or selective view.
I just want to broadly ask what statistical package are you guys using? I mean routine statistical function like linear regression, GLM, ANOVA... etc.
I know there is SciKits packages like statsmodels, but are there more general and complete ones?
(Not counting rpy2 since it's not available on Windows anymore.)
I think there are more complete packages on specific topics, but nothing in python that is complete and general, that's where statsmodels tries to be.
sklearn is machine learning oriented but covers also a large area of statistical methods.
Besides scipy.stats, statsmodels and sklearn, I don't know any that target to be general and not field specific. (scipy and numpy have also features that make do-it-yourself easy.)
But there are many more field or topic specific packages, ...... (Bayesian, spatial, discrete choice (transport), and then by scientific field.)
http://www.scipy.org/Topical_Software doesn't include a statistics section
An overview or survey of packages and statistical methods (in a very broad definition) would be useful.
Thanks,
Josef
thanks to all,
Chao -- *********************************************************************************** Chao YUE Laboratoire des Sciences du Climat et de l'Environnement (LSCE-IPSL) UMR 1572 CEA-CNRS-UVSQ Batiment 712 - Pe 119 91191 GIF Sur YVETTE Cedex Tel: (33) 01 69 08 29 02; Fax:01.69.08.77.16 ************************************************************************************
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I think that statsmodels is the right place for the kinds of models and analysis you're referring ot. We would love more contributors to make it more complete, e.g. I don't it has much in the way of ANOVA yet (probably needs the formula framework to be set up first).