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Description
SAS/STAT offers precise methods tailored for small datasets, powerful statistical modeling capabilities suitable for large-scale data, and contemporary techniques for handling missing data. Additionally, the software undergoes frequent updates, allowing users to leverage the latest advancements in the ever-evolving statistics domain. With a legacy spanning over forty years in creating cutting-edge statistical analysis tools, SAS has built a strong reputation for providing outstanding and dependable outcomes. The rigorous quality assurance and testing procedures ensure that each software release meets high standards. Users can trust that the code generated with SAS/STAT complies with both corporate and governmental regulations, ensuring reliability. Furthermore, a wide array of customizable charts and graphs is available, promoting clarity in statistical outputs and making the results of your analyses straightforward and accessible. This combination of features makes SAS/STAT an invaluable resource for statisticians and data analysts alike.
Description
Statsmodels is a Python library designed for the estimation of various statistical models, enabling users to perform statistical tests and explore data effectively. Each estimator comes with a comprehensive array of result statistics, which are validated against established statistical software to ensure accuracy. This package is distributed under the open-source Modified BSD (3-clause) license, promoting free use and modification. Users can specify models using R-style formulas or utilize pandas DataFrames for convenience. To discover available results, you can check dir(results), and you will find that attributes are detailed in results.__doc__, while methods include their own docstrings for further guidance. Additionally, numpy arrays can be employed as an alternative to formulas. For most users, the simplest way to install statsmodels is through the Anaconda distribution, which caters to data analysis and scientific computing across various platforms. Overall, statsmodels serves as a powerful tool for statisticians and data analysts alike.
API Access
Has API
No
API Access
Has API
Yes
Pricing Details
No price information available.
Free Trial
No
Free Version
No
Pricing Details
Free
Free Trial
No
Free Version
Yes
Deployment
Web-Based
Yes
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
No
Mac
No
Linux
No
Chromebook
No
Deployment
Web-Based
No
On-Premises
No
iPhone App
No
iPad App
No
Android App
No
Windows
Yes
Mac
Yes
Linux
Yes
Chromebook
No
Customer Support
Business Hours
Yes
Live Rep (24/7)
No
Online Support
Yes
Customer Support
Business Hours
No
Live Rep (24/7)
No
Online Support
Yes
Types of Training
Training Docs
Yes
Webinars
Yes
Live Training (Online)
Yes
In Person
Yes
Types of Training
Training Docs
Yes
Webinars
No
Live Training (Online)
No
In Person
No
Vendor Details
Company Name
SAS Institute
Founded
1976
Country
United States
Website
www.sas.com/en/software/stat.html
Vendor Details
Company Name
statsmodels
Website
www.statsmodels.org/stable/index.html
Product Features
Data Analysis
Data Discovery
Yes
Data Visualization
Yes
High Volume Processing
Yes
Predictive Analytics
No
Regression Analysis
Yes
Sentiment Analysis
No
Statistical Modeling
Yes
Text Analytics
No