Python vs. statsmodels Comparison


Python 5.0 out of 5 stars	statsmodels	+	+
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About The core of extensible programming is defining functions. Python allows mandatory and optional arguments, keyword arguments, and even arbitrary argument lists. Whether you're new to programming or an experienced developer, it's easy to learn and use Python. Python can be easy to pick up whether you're a first-time programmer or you're experienced with other languages. The following pages are a useful first step to get on your way to writing programs with Python! The community hosts conferences and meetups to collaborate on code, and much more. Python's documentation will help you along the way, and the mailing lists will keep you in touch. The Python Package Index (PyPI) hosts thousands of third-party modules for Python. Both Python's standard library and the community-contributed modules allow for endless possibilities.	About statsmodels is a Python module that provides classes and functions for the estimation of many different statistical models, as well as for conducting statistical tests and statistical data exploration. An extensive list of result statistics is available for each estimator. The results are tested against existing statistical packages to ensure that they are correct. The package is released under the open-source Modified BSD (3-clause) license. statsmodels supports specifying models using R-style formulas and pandas DataFrames. Have a look at dir(results) to see available results. Attributes are described in results.__doc__ and results methods have their own docstrings. You can also use numpy arrays instead of formulas. The easiest way to install statsmodels is to install it as part of the Anaconda distribution, a cross-platform distribution for data analysis and scientific computing. This is the recommended installation method for most users.
Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Supported On-Premises Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Supported	Platforms Supported Windows Supported Mac Supported Linux Supported Cloud Not Supported On-Premises Not Supported iPhone Not Supported iPad Not Supported Android Not Supported Chromebook Not Supported
Audience Developers interested in a beautiful but advanced programming language	Audience Users and anyone in search of a solution to calculate the estimation of many different statistical models
Support Phone Support Not Supported 24/7 Live Support Not Supported Online Not Supported	Support Phone Support Not Supported 24/7 Live Support Not Supported Online Supported
API Offers API Supported	API Offers API Supported
Screenshots and Videos View more images or videos	Screenshots and Videos View more images or videos
Pricing Free Free Version Supported Free Trial Not Supported	Pricing Free Free Version Supported Free Trial Not Supported
Reviews/Ratings Overall 5.0 / 5 ease 5.0 / 5 features 5.0 / 5 design 5.0 / 5 support 5.0 / 5 Read all reviews	Reviews/Ratings Overall 0.0 / 5 ease 0.0 / 5 features 0.0 / 5 design 0.0 / 5 support 0.0 / 5 This software hasn't been reviewed yet. Be the first to provide a review: Review this Software
Pros & Cons from Real Users Pros Python is simple, easy to learn, but powerful and extensible. Python in my opinion is the best programming language to learn today. Cons I don't have any issues with Python at all. It's my favorite programming language.
Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported	Training Documentation Supported Webinars Not Supported Live Online Not Supported In Person Not Supported
Company Information Python Founded: 1991 www.python.org	Company Information statsmodels www.statsmodels.org/stable/index.html
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Categories Programming Languages Supported	Categories Component Libraries Supported

Integrations Anaconda Supported AgentKit Supported Apache SkyWalking Supported Claude Opus 4.5 Supported CodeFriends Supported Coiled Supported DagsHub Supported DeviceID Supported GPT-5.3 Instant Supported JetBrains Junie Supported Kimi Code CLI Supported Lucidic AI Supported Oracle NoSQL Database Supported Simba Supported SmartProxy Supported TurboDocx Supported Typora Supported VideoDB Supported Zuar Runner Supported zope.interface Supported Show More Integrations View All 1563 Integrations	Integrations Anaconda Supported AgentKit Not Supported Apache SkyWalking Not Supported Claude Opus 4.5 Not Supported CodeFriends Not Supported Coiled Not Supported DagsHub Not Supported DeviceID Not Supported GPT-5.3 Instant Not Supported JetBrains Junie Not Supported Kimi Code CLI Not Supported Lucidic AI Not Supported Oracle NoSQL Database Not Supported Simba Not Supported SmartProxy Not Supported TurboDocx Not Supported Typora Not Supported VideoDB Not Supported Zuar Runner Not Supported zope.interface Not Supported Show More Integrations View All 2 Integrations
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