statsmodels
This powerful Python package facilitates advanced statistical computations and modeling. Offering a variety of tools for linear regression, time series analysis, and survival analysis, it supports methods ranging from ordinary least squares to Bayesian models. Ideal for researchers and analysts, it enhances data analysis capabilities with intuitive design and extensive documentation.
Top statsmodels Alternatives
ExtReact
ExtReact empowers developers to create high-performance React applications seamlessly. With...
python wait
The "waiting" library offers a straightforward solution for managing asynchronous tasks by allowing users to wait for functions to return True.
openpyxl
openpyxl is a Python library designed for reading and writing Excel 2010 xlsx/xlsm/xltx/xltm files.
urllib3
urllib3 is a robust HTTP library for Python, offering features like thread-safe connection pooling and file uploads.
python speech recognition
Python Speech Recognition is a versatile library for integrating speech recognition capabilities into applications.
twisted python
It offers a variety of modules for HTTP, SSH, IM protocols, email services, and GPS...
pyqt5
It allows developers to create cross-platform applications for desktop and mobile, including iOS and Android...
python websocket
Leveraging asyncio, it provides an intuitive coroutine-based API for efficient message handling...
python mechanize
It simplifies HTML form filling, link parsing, and following, while managing browser history and handling...
python cryptography
Compatible with Python 3.7+ and PyPy3, it provides high-level and low-level interfaces to various algorithms...
pywin32
Released on March 17, 2025, it streamlines integration with Windows functionalities, allowing developers to perform...
python wiki
It allows users to search for articles, retrieve summaries, and extract images and links with...
Beautiful Soup
By leveraging HTML and XML parsers, it allows users to navigate, search, and manipulate the...
Material-UI
By importing and customizing components like buttons, users can quickly see style changes without relying...
Top statsmodels Features
- Statistical model estimation
- Generalized linear models
- Robust linear models
- Time series modeling framework
- Mixed effects models
- Bayesian mixed models
- Hypothesis testing capabilities
- Nonparametric statistical methods
- Principal component analysis support
- Descriptive statistics functions
- Imputation methods included
- Comprehensive diagnostics tools
- Visual data analysis functions
- Extensive dataset examples
- Support for autoregressive models
- Zero-inflated count models
- Dynamic factor models
- Canonical correlation analysis
- Multivariate analysis techniques
- Generalized estimating equations.
Top statsmodels Alternatives
- pypdf2
- ExtReact
- python wait
- openpyxl
- urllib3
- python speech recognition
- twisted python
- pyqt5
- python websocket
- python mechanize
- python cryptography
- pywin32
- python wiki
- Beautiful Soup
- Material-UI
