statsmodels 0.14.6
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 …
statsmodels · PyPI
Dec 5, 2025 · statsmodels is a Python package that provides a complement to scipy for statistical computations including descriptive statistics and estimation and inference for statistical models. …
StatsModel Library - Tutorial - GeeksforGeeks
Oct 25, 2025 · The StatsModels library in Python is a tool for statistical modeling, hypothesis testing and data analysis. It provides built-in functions for fitting different types of statistical models, performing …
Statsmodels: statistical modeling and econometrics in Python - GitHub
statsmodels is a Python package that provides a complement to scipy for statistical computations including descriptive statistics and estimation and inference for statistical models. The documentation …
What is Statsmodels? - AskPython
Nov 19, 2025 · Think of Statsmodels as Python’s answer to R and Stata. While Python has plenty of libraries for crunching numbers, Statsmodels specifically focuses on statistical analysis and …
Introduction to statsmodels - Statology
Apr 10, 2025 · Statsmodels is a Python library for statistical analysis. It helps analyze data and build prediction models. You can use it for regression, time series analysis, and hypothesis testing. It …
Python Statsmodels: A Comprehensive Guide - CodeRivers
Apr 16, 2025 · statsmodels is a Python library that allows users to estimate various statistical models and perform statistical tests. It covers a broad spectrum of statistical techniques, from basic linear …
Overview of Statsmodels - DEV Community
Mar 13, 2025 · Statistical modeling is a crucial framework used by statisticians, researchers, and data professionals to draw valuable insights from data. It largely involves the use of mathematical and …
Statsmodels | Python Library - Mode
As its name implies, statsmodels is a Python library built specifically for statistics. Statsmodels is built on top of NumPy, SciPy, and matplotlib, but it contains more advanced functions for statistical testing …
How to Install Statsmodels in Python? - GeeksforGeeks
Jan 31, 2025 · Statsmodels is a Python library that enables us to estimate and analyze various statistical models. It is built on numeric and scientific libraries like NumPy and SciPy. It provides classes & …